DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json Thu Oct 6 09:28:46 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:45:00.0 Off | N/A | | 35% 35C P8 21W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-06_09-28-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/bigWigs/ENCSR111LTT.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 148147 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 148147 Number of peaks input: 30669 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 30669 Number of non peaks input: 149519 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 149519 Number of non peaks input: 29296 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 29296 Number of peaks after removing outliers: 146515 Number of nonpeaks after removing outliers: 133278 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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4113/4165 [============================>.] - ETA: 0s 4121/4165 [============================>.] - ETA: 0s 4130/4165 [============================>.] - ETA: 0s 4138/4165 [============================>.] - ETA: 0s 4146/4165 [============================>.] - ETA: 0s 4154/4165 [============================>.] - ETA: 0s 4162/4165 [============================>.] - ETA: 0s 4165/4165 [==============================] - ETA: 0s 4165/4165 [==============================] - 87s 13ms/step 2022-10-06_09-35-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/bigWigs/ENCSR111LTT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '6.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(132581, 10) loading nonpeaks... got split:train for bed regions:(119918, 10) loading peaks... got split:valid for bed regions:(13934, 10) loading nonpeaks... got split:valid for bed regions:(13360, 10) Epoch 1/50 1/2279 [..............................] - ETA: 168:21:11 - loss: 386.2245 - logits_profile_predictions_loss: 373.5899 - logcount_predictions_loss: 1.9742 2/2279 [..............................] - ETA: 11:56 - loss: 1444.6886 - logits_profile_predictions_loss: 483.9235 - logcount_predictions_loss: 150.1195  3/2279 [..............................] - ETA: 11:47 - loss: 1581.0698 - logits_profile_predictions_loss: 514.4572 - logcount_predictions_loss: 166.6582 4/2279 [..............................] - ETA: 11:43 - loss: 1576.2396 - logits_profile_predictions_loss: 535.1106 - logcount_predictions_loss: 162.6764 5/2279 [..............................] - ETA: 11:42 - loss: 1534.4807 - logits_profile_predictions_loss: 546.3687 - logcount_predictions_loss: 154.3925 6/2279 [..............................] - ETA: 11:40 - loss: 1483.7678 - logits_profile_predictions_loss: 551.9223 - logcount_predictions_loss: 145.6008 7/2279 [..............................] - ETA: 11:39 - loss: 1436.0261 - logits_profile_predictions_loss: 557.1548 - logcount_predictions_loss: 137.3236 8/2279 [..............................] - ETA: 11:38 - loss: 1390.1125 - logits_profile_predictions_loss: 559.4732 - logcount_predictions_loss: 129.7874 9/2279 [..............................] - ETA: 11:37 - loss: 1348.6457 - logits_profile_predictions_loss: 561.3619 - logcount_predictions_loss: 123.0131 10/2279 [..............................] - ETA: 11:35 - loss: 1312.7422 - logits_profile_predictions_loss: 564.2675 - logcount_predictions_loss: 116.9492 11/2279 [..............................] - ETA: 11:34 - loss: 1281.6802 - logits_profile_predictions_loss: 568.0605 - logcount_predictions_loss: 111.5031 12/2279 [..............................] - ETA: 11:34 - loss: 1253.1359 - logits_profile_predictions_loss: 570.9325 - logcount_predictions_loss: 106.5943 13/2279 [..............................] - ETA: 11:33 - loss: 1228.1290 - logits_profile_predictions_loss: 574.3239 - logcount_predictions_loss: 102.1570 14/2279 [..............................] - ETA: 11:32 - loss: 1206.0797 - logits_profile_predictions_loss: 578.0688 - logcount_predictions_loss: 98.1267  15/2279 [..............................] - ETA: 11:31 - loss: 1185.8387 - logits_profile_predictions_loss: 581.3779 - logcount_predictions_loss: 94.4470 16/2279 [..............................] - ETA: 11:31 - loss: 1166.8697 - logits_profile_predictions_loss: 584.0093 - logcount_predictions_loss: 91.0719 17/2279 [..............................] - ETA: 11:30 - loss: 1148.7659 - logits_profile_predictions_loss: 585.8056 - logcount_predictions_loss: 87.9625 18/2279 [..............................] - ETA: 11:30 - loss: 1131.5331 - logits_profile_predictions_loss: 586.9655 - logcount_predictions_loss: 85.0887 19/2279 [..............................] - ETA: 11:29 - loss: 1115.5112 - logits_profile_predictions_loss: 587.9839 - logcount_predictions_loss: 82.4261 20/2279 [..............................] - ETA: 11:29 - loss: 1100.6240 - logits_profile_predictions_loss: 588.9318 - logcount_predictions_loss: 79.9519 21/2279 [..............................] - ETA: 11:28 - loss: 1086.4294 - logits_profile_predictions_loss: 589.4971 - logcount_predictions_loss: 77.6457 22/2279 [..............................] - ETA: 11:28 - loss: 1073.0415 - logits_profile_predictions_loss: 589.8986 - logcount_predictions_loss: 75.4911 23/2279 [..............................] - ETA: 11:27 - loss: 1060.6674 - logits_profile_predictions_loss: 590.4308 - logcount_predictions_loss: 73.4745 24/2279 [..............................] - ETA: 11:27 - loss: 1049.1988 - logits_profile_predictions_loss: 591.0748 - logcount_predictions_loss: 71.5819 25/2279 [..............................] - ETA: 11:27 - loss: 1038.5382 - logits_profile_predictions_loss: 591.8017 - logcount_predictions_loss: 69.8026 26/2279 [..............................] - ETA: 11:26 - loss: 1028.1879 - logits_profile_predictions_loss: 592.1968 - logcount_predictions_loss: 68.1236 27/2279 [..............................] - ETA: 11:26 - loss: 1018.4377 - logits_profile_predictions_loss: 592.5929 - logcount_predictions_loss: 66.5382 28/2279 [..............................] - ETA: 11:25 - loss: 1009.2943 - logits_profile_predictions_loss: 593.0438 - logcount_predictions_loss: 65.0391 29/2279 [..............................] - ETA: 11:25 - loss: 1000.4072 - logits_profile_predictions_loss: 593.2577 - logcount_predictions_loss: 63.6171 30/2279 [..............................] - ETA: 11:25 - loss: 991.8608 - logits_profile_predictions_loss: 593.3542 - logcount_predictions_loss: 62.2666  31/2279 [..............................] - ETA: 11:25 - loss: 983.7643 - logits_profile_predictions_loss: 593.4709 - logcount_predictions_loss: 60.9833 32/2279 [..............................] - ETA: 11:24 - loss: 975.9612 - logits_profile_predictions_loss: 593.4890 - logcount_predictions_loss: 59.7613 33/2279 [..............................] - ETA: 11:24 - loss: 968.6252 - logits_profile_predictions_loss: 593.6021 - logcount_predictions_loss: 58.5974 34/2279 [..............................] - ETA: 11:23 - loss: 961.5300 - logits_profile_predictions_loss: 593.6193 - logcount_predictions_loss: 57.4860 35/2279 [..............................] - ETA: 11:23 - loss: 954.8994 - logits_profile_predictions_loss: 593.7814 - logcount_predictions_loss: 56.4247 36/2279 [..............................] - ETA: 11:23 - loss: 948.5612 - logits_profile_predictions_loss: 593.9408 - logcount_predictions_loss: 55.4094 37/2279 [..............................] - ETA: 11:22 - loss: 942.4135 - logits_profile_predictions_loss: 594.0194 - logcount_predictions_loss: 54.4365 38/2279 [..............................] - ETA: 11:22 - loss: 936.5514 - logits_profile_predictions_loss: 594.1258 - logcount_predictions_loss: 53.5040 39/2279 [..............................] - ETA: 11:22 - loss: 930.8700 - logits_profile_predictions_loss: 594.1738 - logcount_predictions_loss: 52.6088 40/2279 [..............................] - ETA: 11:21 - loss: 925.4630 - logits_profile_predictions_loss: 594.2711 - logcount_predictions_loss: 51.7487 41/2279 [..............................] - ETA: 11:21 - loss: 920.1745 - logits_profile_predictions_loss: 594.2781 - logcount_predictions_loss: 50.9213 42/2279 [..............................] - ETA: 11:21 - loss: 915.0027 - logits_profile_predictions_loss: 594.2042 - logcount_predictions_loss: 50.1247 43/2279 [..............................] - ETA: 11:20 - loss: 909.9679 - logits_profile_predictions_loss: 594.0802 - logcount_predictions_loss: 49.3574 44/2279 [..............................] - ETA: 11:20 - loss: 905.1106 - logits_profile_predictions_loss: 593.9558 - logcount_predictions_loss: 48.6179 45/2279 [..............................] - ETA: 11:20 - loss: 900.4568 - logits_profile_predictions_loss: 593.8655 - logcount_predictions_loss: 47.9049 46/2279 [..............................] - ETA: 11:19 - loss: 895.9497 - logits_profile_predictions_loss: 593.7631 - logcount_predictions_loss: 47.2166 47/2279 [..............................] - ETA: 11:19 - loss: 891.5665 - logits_profile_predictions_loss: 593.6355 - logcount_predictions_loss: 46.5517 48/2279 [..............................] - ETA: 11:19 - loss: 887.3523 - logits_profile_predictions_loss: 593.5343 - logcount_predictions_loss: 45.9090 49/2279 [..............................] - ETA: 11:18 - loss: 883.2870 - logits_profile_predictions_loss: 593.4471 - logcount_predictions_loss: 45.2875 50/2279 [..............................] - ETA: 11:18 - loss: 879.3855 - logits_profile_predictions_loss: 593.3926 - logcount_predictions_loss: 44.6864 51/2279 [..............................] - ETA: 11:18 - loss: 875.6196 - logits_profile_predictions_loss: 593.3520 - logcount_predictions_loss: 44.1043 52/2279 [..............................] - ETA: 11:17 - loss: 871.8939 - logits_profile_predictions_loss: 593.2391 - logcount_predictions_loss: 43.5398 53/2279 [..............................] - ETA: 11:17 - loss: 868.3329 - logits_profile_predictions_loss: 593.1779 - logcount_predictions_loss: 42.9929 54/2279 [..............................] - ETA: 11:17 - loss: 864.8620 - logits_profile_predictions_loss: 593.1015 - logcount_predictions_loss: 42.4626 55/2279 [..............................] - ETA: 11:16 - loss: 861.4705 - logits_profile_predictions_loss: 593.0048 - logcount_predictions_loss: 41.9477 56/2279 [..............................] - ETA: 11:16 - loss: 858.1327 - logits_profile_predictions_loss: 592.8681 - logcount_predictions_loss: 41.4476 57/2279 [..............................] - ETA: 11:16 - loss: 854.9186 - logits_profile_predictions_loss: 592.7627 - logcount_predictions_loss: 40.9618 58/2279 [..............................] - ETA: 11:16 - loss: 851.8215 - logits_profile_predictions_loss: 592.6846 - logcount_predictions_loss: 40.4901 59/2279 [..............................] - ETA: 11:15 - loss: 848.7701 - logits_profile_predictions_loss: 592.5700 - logcount_predictions_loss: 40.0312 60/2279 [..............................] - ETA: 11:15 - loss: 845.8183 - logits_profile_predictions_loss: 592.4741 - logcount_predictions_loss: 39.5850 61/2279 [..............................] - ETA: 11:15 - loss: 842.9424 - logits_profile_predictions_loss: 592.3774 - logcount_predictions_loss: 39.1508 62/2279 [..............................] - ETA: 11:14 - loss: 840.1005 - logits_profile_predictions_loss: 592.2426 - logcount_predictions_loss: 38.7278 63/2279 [..............................] - ETA: 11:14 - loss: 837.3055 - logits_profile_predictions_loss: 592.0852 - logcount_predictions_loss: 38.3156 64/2279 [..............................] - ETA: 11:14 - loss: 834.5408 - logits_profile_predictions_loss: 591.8914 - logcount_predictions_loss: 37.9139 65/2279 [..............................] - ETA: 11:13 - loss: 831.8510 - logits_profile_predictions_loss: 591.7069 - logcount_predictions_loss: 37.5225 66/2279 [..............................] - ETA: 11:13 - loss: 829.2574 - logits_profile_predictions_loss: 591.5544 - logcount_predictions_loss: 37.1411 67/2279 [..............................] - ETA: 11:13 - loss: 826.7280 - logits_profile_predictions_loss: 591.4056 - logcount_predictions_loss: 36.7691 68/2279 [..............................] - ETA: 11:12 - loss: 824.1996 - logits_profile_predictions_loss: 591.2023 - logcount_predictions_loss: 36.4058 69/2279 [..............................] - ETA: 11:12 - loss: 821.7846 - logits_profile_predictions_loss: 591.0549 - logcount_predictions_loss: 36.0515 70/2279 [..............................] - ETA: 11:12 - loss: 819.5094 - logits_profile_predictions_loss: 590.9906 - logcount_predictions_loss: 35.7060 71/2279 [..............................] - ETA: 11:12 - loss: 817.3079 - logits_profile_predictions_loss: 590.9473 - logcount_predictions_loss: 35.3688 72/2279 [..............................] - ETA: 11:11 - loss: 815.1380 - logits_profile_predictions_loss: 590.8862 - logcount_predictions_loss: 35.0393 73/2279 [..............................] - ETA: 11:11 - loss: 812.9996 - logits_profile_predictions_loss: 590.8091 - logcount_predictions_loss: 34.7172 74/2279 [..............................] - ETA: 11:11 - loss: 810.9247 - logits_profile_predictions_loss: 590.7488 - logcount_predictions_loss: 34.4025 75/2279 [..............................] - ETA: 11:10 - loss: 808.9119 - logits_profile_predictions_loss: 590.7051 - logcount_predictions_loss: 34.0948 76/2279 [>.............................] - ETA: 11:10 - loss: 806.9240 - logits_profile_predictions_loss: 590.6440 - logcount_predictions_loss: 33.7937 77/2279 [>.............................] - ETA: 11:10 - loss: 804.9998 - logits_profile_predictions_loss: 590.6041 - logcount_predictions_loss: 33.4993 78/2279 [>.............................] - ETA: 11:10 - loss: 803.1255 - logits_profile_predictions_loss: 590.5735 - logcount_predictions_loss: 33.2112 79/2279 [>.............................] - ETA: 11:09 - loss: 801.3017 - logits_profile_predictions_loss: 590.5542 - logcount_predictions_loss: 32.9293 80/2279 [>.............................] - ETA: 11:09 - loss: 799.5115 - logits_profile_predictions_loss: 590.5312 - logcount_predictions_loss: 32.6532 81/2279 [>.............................] - ETA: 11:09 - loss: 797.7842 - 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logits_profile_predictions_loss: 581.6060 - logcount_predictions_loss: 13.4307 316/2279 [===>..........................] - ETA: 10:00 - loss: 667.3755 - logits_profile_predictions_loss: 581.5828 - logcount_predictions_loss: 13.4051 317/2279 [===>..........................] - ETA: 10:00 - loss: 667.1895 - logits_profile_predictions_loss: 581.5596 - logcount_predictions_loss: 13.3797 318/2279 [===>..........................] - ETA: 9:59 - loss: 667.0065 - logits_profile_predictions_loss: 581.5385 - logcount_predictions_loss: 13.3544  319/2279 [===>..........................] - ETA: 9:59 - loss: 666.8258 - logits_profile_predictions_loss: 581.5188 - logcount_predictions_loss: 13.3293 320/2279 [===>..........................] - ETA: 9:59 - loss: 666.6478 - logits_profile_predictions_loss: 581.5008 - logcount_predictions_loss: 13.3042 321/2279 [===>..........................] - ETA: 9:58 - loss: 666.4714 - logits_profile_predictions_loss: 581.4835 - logcount_predictions_loss: 13.2794 322/2279 [===>..........................] - ETA: 9:58 - loss: 666.2950 - logits_profile_predictions_loss: 581.4654 - logcount_predictions_loss: 13.2547 323/2279 [===>..........................] - ETA: 9:58 - loss: 666.1187 - logits_profile_predictions_loss: 581.4465 - logcount_predictions_loss: 13.2301 324/2279 [===>..........................] - ETA: 9:57 - loss: 665.9440 - logits_profile_predictions_loss: 581.4284 - logcount_predictions_loss: 13.2056 325/2279 [===>..........................] - ETA: 9:57 - loss: 665.7698 - logits_profile_predictions_loss: 581.4099 - logcount_predictions_loss: 13.1813 326/2279 [===>..........................] - ETA: 9:57 - loss: 665.5980 - logits_profile_predictions_loss: 581.3929 - logcount_predictions_loss: 13.1571 327/2279 [===>..........................] - ETA: 9:57 - loss: 665.4286 - logits_profile_predictions_loss: 581.3774 - logcount_predictions_loss: 13.1330 328/2279 [===>..........................] - ETA: 9:56 - loss: 665.2602 - 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[===>..........................] - ETA: 9:54 - loss: 664.1454 - logits_profile_predictions_loss: 581.2947 - logcount_predictions_loss: 12.9454 336/2279 [===>..........................] - ETA: 9:54 - loss: 663.9908 - logits_profile_predictions_loss: 581.2866 - logcount_predictions_loss: 12.9226 337/2279 [===>..........................] - ETA: 9:54 - loss: 663.8365 - logits_profile_predictions_loss: 581.2779 - logcount_predictions_loss: 12.8998 338/2279 [===>..........................] - ETA: 9:53 - loss: 663.6839 - logits_profile_predictions_loss: 581.2702 - logcount_predictions_loss: 12.8772 339/2279 [===>..........................] - ETA: 9:53 - loss: 663.5308 - logits_profile_predictions_loss: 581.2613 - logcount_predictions_loss: 12.8546 340/2279 [===>..........................] - ETA: 9:53 - loss: 663.3813 - logits_profile_predictions_loss: 581.2551 - logcount_predictions_loss: 12.8323 341/2279 [===>..........................] - ETA: 9:52 - loss: 663.2315 - 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2279/2279 [==============================] - ETA: 0s - loss: 581.6787 - logits_profile_predictions_loss: 549.8180 - logcount_predictions_loss: 4.9783 2279/2279 [==============================] - 1393s 495ms/step - loss: 581.6603 - logits_profile_predictions_loss: 549.8062 - logcount_predictions_loss: 4.9772 - val_loss: 490.1241 - val_logits_profile_predictions_loss: 483.0638 - val_logcount_predictions_loss: 1.1032 Epoch 00001: val_loss improved from inf to 490.12411, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/2279 [..............................] - ETA: 12:02 - loss: 484.6340 - logits_profile_predictions_loss: 477.4927 - logcount_predictions_loss: 1.1158 2/2279 [..............................] - ETA: 11:29 - loss: 503.6593 - logits_profile_predictions_loss: 496.5733 - logcount_predictions_loss: 1.1072 3/2279 [..............................] - ETA: 11:28 - loss: 490.2033 - logits_profile_predictions_loss: 483.3884 - logcount_predictions_loss: 1.0648 4/2279 [..............................] - ETA: 11:29 - loss: 481.2419 - logits_profile_predictions_loss: 474.5301 - logcount_predictions_loss: 1.0487 5/2279 [..............................] - ETA: 11:29 - loss: 475.6211 - logits_profile_predictions_loss: 468.9431 - logcount_predictions_loss: 1.0434 6/2279 [..............................] - ETA: 11:28 - loss: 472.6748 - logits_profile_predictions_loss: 466.0295 - logcount_predictions_loss: 1.0383 7/2279 [..............................] - ETA: 11:27 - loss: 470.5885 - logits_profile_predictions_loss: 463.9694 - logcount_predictions_loss: 1.0342 8/2279 [..............................] - ETA: 11:26 - loss: 468.7614 - logits_profile_predictions_loss: 462.1552 - logcount_predictions_loss: 1.0322 9/2279 [..............................] - ETA: 11:26 - loss: 467.6292 - logits_profile_predictions_loss: 461.0266 - logcount_predictions_loss: 1.0317 10/2279 [..............................] - ETA: 11:25 - loss: 466.8893 - logits_profile_predictions_loss: 460.2968 - logcount_predictions_loss: 1.0301 11/2279 [..............................] - ETA: 11:25 - loss: 466.5032 - logits_profile_predictions_loss: 459.9220 - logcount_predictions_loss: 1.0283 12/2279 [..............................] - ETA: 11:24 - loss: 466.6267 - logits_profile_predictions_loss: 460.0440 - logcount_predictions_loss: 1.0285 13/2279 [..............................] - ETA: 11:24 - loss: 467.9076 - logits_profile_predictions_loss: 461.3078 - logcount_predictions_loss: 1.0312 14/2279 [..............................] - ETA: 11:24 - loss: 468.7135 - logits_profile_predictions_loss: 462.1003 - logcount_predictions_loss: 1.0333 15/2279 [..............................] - ETA: 11:23 - loss: 469.7211 - logits_profile_predictions_loss: 463.1040 - logcount_predictions_loss: 1.0339 16/2279 [..............................] - ETA: 11:23 - loss: 470.7191 - logits_profile_predictions_loss: 464.0963 - logcount_predictions_loss: 1.0348 17/2279 [..............................] - ETA: 11:22 - loss: 471.8552 - logits_profile_predictions_loss: 465.2200 - logcount_predictions_loss: 1.0368 18/2279 [..............................] - ETA: 11:22 - loss: 472.7098 - logits_profile_predictions_loss: 466.0556 - logcount_predictions_loss: 1.0397 19/2279 [..............................] - ETA: 11:22 - loss: 473.4955 - logits_profile_predictions_loss: 466.8252 - logcount_predictions_loss: 1.0422 20/2279 [..............................] - ETA: 11:21 - loss: 474.4010 - logits_profile_predictions_loss: 467.7083 - logcount_predictions_loss: 1.0457 21/2279 [..............................] - ETA: 11:21 - loss: 475.2792 - logits_profile_predictions_loss: 468.5671 - logcount_predictions_loss: 1.0488 22/2279 [..............................] - ETA: 11:21 - loss: 476.0933 - logits_profile_predictions_loss: 469.3639 - logcount_predictions_loss: 1.0515 23/2279 [..............................] - ETA: 11:20 - loss: 476.7660 - logits_profile_predictions_loss: 470.0166 - logcount_predictions_loss: 1.0546 24/2279 [..............................] - ETA: 11:20 - loss: 477.2251 - logits_profile_predictions_loss: 470.4569 - logcount_predictions_loss: 1.0575 25/2279 [..............................] - ETA: 11:20 - loss: 477.8653 - logits_profile_predictions_loss: 471.0775 - logcount_predictions_loss: 1.0606 26/2279 [..............................] - ETA: 11:20 - loss: 478.3136 - logits_profile_predictions_loss: 471.5117 - logcount_predictions_loss: 1.0628 27/2279 [..............................] - ETA: 11:19 - loss: 478.7290 - logits_profile_predictions_loss: 471.9144 - logcount_predictions_loss: 1.0648 28/2279 [..............................] - ETA: 11:19 - loss: 479.1511 - logits_profile_predictions_loss: 472.3258 - logcount_predictions_loss: 1.0664 29/2279 [..............................] - ETA: 11:19 - loss: 479.6792 - logits_profile_predictions_loss: 472.8408 - logcount_predictions_loss: 1.0685 30/2279 [..............................] - ETA: 11:18 - loss: 480.2594 - logits_profile_predictions_loss: 473.4099 - logcount_predictions_loss: 1.0702 31/2279 [..............................] - ETA: 11:18 - loss: 480.8189 - logits_profile_predictions_loss: 473.9584 - logcount_predictions_loss: 1.0719 32/2279 [..............................] - ETA: 11:18 - loss: 481.3222 - logits_profile_predictions_loss: 474.4526 - logcount_predictions_loss: 1.0734 33/2279 [..............................] - ETA: 11:17 - loss: 481.9033 - logits_profile_predictions_loss: 475.0235 - logcount_predictions_loss: 1.0750 34/2279 [..............................] - ETA: 11:17 - loss: 482.3328 - logits_profile_predictions_loss: 475.4432 - logcount_predictions_loss: 1.0765 35/2279 [..............................] - ETA: 11:17 - loss: 482.7030 - logits_profile_predictions_loss: 475.8048 - logcount_predictions_loss: 1.0778 36/2279 [..............................] - ETA: 11:17 - loss: 482.9681 - logits_profile_predictions_loss: 476.0624 - logcount_predictions_loss: 1.0790 37/2279 [..............................] - ETA: 11:16 - loss: 483.1371 - logits_profile_predictions_loss: 476.2261 - logcount_predictions_loss: 1.0798 38/2279 [..............................] - ETA: 11:16 - loss: 483.2609 - logits_profile_predictions_loss: 476.3459 - logcount_predictions_loss: 1.0805 39/2279 [..............................] - ETA: 11:16 - loss: 483.3891 - logits_profile_predictions_loss: 476.4691 - logcount_predictions_loss: 1.0812 40/2279 [..............................] - ETA: 11:15 - loss: 483.5256 - logits_profile_predictions_loss: 476.5997 - logcount_predictions_loss: 1.0822 41/2279 [..............................] - ETA: 11:15 - loss: 483.5907 - logits_profile_predictions_loss: 476.6601 - logcount_predictions_loss: 1.0829 42/2279 [..............................] - ETA: 11:15 - loss: 483.6364 - logits_profile_predictions_loss: 476.7016 - logcount_predictions_loss: 1.0836 43/2279 [..............................] - ETA: 11:15 - loss: 483.7596 - logits_profile_predictions_loss: 476.8197 - logcount_predictions_loss: 1.0843 44/2279 [..............................] - ETA: 11:14 - loss: 483.8736 - logits_profile_predictions_loss: 476.9289 - logcount_predictions_loss: 1.0851 45/2279 [..............................] - ETA: 11:14 - loss: 483.9966 - logits_profile_predictions_loss: 477.0474 - logcount_predictions_loss: 1.0858 46/2279 [..............................] - ETA: 11:14 - loss: 484.1411 - logits_profile_predictions_loss: 477.1867 - logcount_predictions_loss: 1.0866 47/2279 [..............................] - ETA: 11:13 - loss: 484.2387 - logits_profile_predictions_loss: 477.2794 - logcount_predictions_loss: 1.0874 48/2279 [..............................] - ETA: 11:13 - loss: 484.3724 - logits_profile_predictions_loss: 477.4089 - logcount_predictions_loss: 1.0880 49/2279 [..............................] - ETA: 11:13 - loss: 484.4681 - logits_profile_predictions_loss: 477.5015 - logcount_predictions_loss: 1.0885 50/2279 [..............................] - ETA: 11:13 - loss: 484.5508 - logits_profile_predictions_loss: 477.5819 - logcount_predictions_loss: 1.0889 51/2279 [..............................] - ETA: 11:12 - loss: 484.5866 - logits_profile_predictions_loss: 477.6161 - logcount_predictions_loss: 1.0891 52/2279 [..............................] - ETA: 11:12 - loss: 484.7264 - logits_profile_predictions_loss: 477.7529 - logcount_predictions_loss: 1.0896 53/2279 [..............................] - ETA: 11:12 - loss: 484.8598 - logits_profile_predictions_loss: 477.8830 - logcount_predictions_loss: 1.0901 54/2279 [..............................] - ETA: 11:12 - loss: 484.9587 - logits_profile_predictions_loss: 477.9794 - logcount_predictions_loss: 1.0905 55/2279 [..............................] - ETA: 11:11 - loss: 485.0034 - logits_profile_predictions_loss: 478.0225 - logcount_predictions_loss: 1.0908 56/2279 [..............................] - ETA: 11:11 - loss: 485.0420 - logits_profile_predictions_loss: 478.0600 - logcount_predictions_loss: 1.0909 57/2279 [..............................] - ETA: 11:11 - loss: 485.1114 - logits_profile_predictions_loss: 478.1278 - logcount_predictions_loss: 1.0912 58/2279 [..............................] - ETA: 11:11 - loss: 485.1984 - logits_profile_predictions_loss: 478.2129 - logcount_predictions_loss: 1.0915 59/2279 [..............................] - ETA: 11:10 - loss: 485.2770 - logits_profile_predictions_loss: 478.2894 - logcount_predictions_loss: 1.0918 60/2279 [..............................] - ETA: 11:10 - loss: 485.3858 - logits_profile_predictions_loss: 478.3958 - logcount_predictions_loss: 1.0922 61/2279 [..............................] - ETA: 11:10 - loss: 485.5303 - logits_profile_predictions_loss: 478.5383 - logcount_predictions_loss: 1.0925 62/2279 [..............................] - ETA: 11:10 - loss: 485.6675 - logits_profile_predictions_loss: 478.6734 - logcount_predictions_loss: 1.0928 63/2279 [..............................] - ETA: 11:09 - loss: 485.7810 - logits_profile_predictions_loss: 478.7844 - logcount_predictions_loss: 1.0932 64/2279 [..............................] - ETA: 11:09 - loss: 485.9030 - logits_profile_predictions_loss: 478.9044 - logcount_predictions_loss: 1.0935 65/2279 [..............................] - ETA: 11:09 - loss: 486.0254 - logits_profile_predictions_loss: 479.0248 - logcount_predictions_loss: 1.0938 66/2279 [..............................] - ETA: 11:09 - loss: 486.1343 - logits_profile_predictions_loss: 479.1323 - logcount_predictions_loss: 1.0940 67/2279 [..............................] - ETA: 11:08 - loss: 486.2235 - logits_profile_predictions_loss: 479.2208 - logcount_predictions_loss: 1.0942 68/2279 [..............................] - ETA: 11:08 - loss: 486.2878 - logits_profile_predictions_loss: 479.2845 - logcount_predictions_loss: 1.0943 69/2279 [..............................] - ETA: 11:08 - loss: 486.3311 - logits_profile_predictions_loss: 479.3276 - logcount_predictions_loss: 1.0943 70/2279 [..............................] - ETA: 11:08 - loss: 486.3474 - logits_profile_predictions_loss: 479.3442 - logcount_predictions_loss: 1.0942 71/2279 [..............................] - ETA: 11:07 - loss: 486.3439 - logits_profile_predictions_loss: 479.3411 - logcount_predictions_loss: 1.0942 72/2279 [..............................] - ETA: 11:07 - loss: 486.3428 - logits_profile_predictions_loss: 479.3404 - logcount_predictions_loss: 1.0941 73/2279 [..............................] - ETA: 11:07 - loss: 486.3396 - logits_profile_predictions_loss: 479.3380 - logcount_predictions_loss: 1.0940 74/2279 [..............................] - ETA: 11:07 - loss: 486.3555 - logits_profile_predictions_loss: 479.3546 - logcount_predictions_loss: 1.0939 75/2279 [..............................] - ETA: 11:06 - loss: 486.3561 - logits_profile_predictions_loss: 479.3561 - logcount_predictions_loss: 1.0937 76/2279 [>.............................] - ETA: 11:06 - loss: 486.3604 - logits_profile_predictions_loss: 479.3612 - logcount_predictions_loss: 1.0936 77/2279 [>.............................] - ETA: 11:06 - loss: 486.3630 - logits_profile_predictions_loss: 479.3649 - logcount_predictions_loss: 1.0934 78/2279 [>.............................] - ETA: 11:05 - loss: 486.3689 - logits_profile_predictions_loss: 479.3718 - logcount_predictions_loss: 1.0933 79/2279 [>.............................] - ETA: 11:05 - loss: 486.3683 - logits_profile_predictions_loss: 479.3725 - logcount_predictions_loss: 1.0931 80/2279 [>.............................] - ETA: 11:05 - loss: 486.3528 - logits_profile_predictions_loss: 479.3583 - logcount_predictions_loss: 1.0929 81/2279 [>.............................] - ETA: 11:05 - loss: 486.3340 - logits_profile_predictions_loss: 479.3409 - logcount_predictions_loss: 1.0927 82/2279 [>.............................] - ETA: 11:04 - loss: 486.3121 - logits_profile_predictions_loss: 479.3205 - logcount_predictions_loss: 1.0924 83/2279 [>.............................] - ETA: 11:04 - loss: 486.2783 - logits_profile_predictions_loss: 479.2884 - logcount_predictions_loss: 1.0922 84/2279 [>.............................] - ETA: 11:04 - loss: 486.2534 - logits_profile_predictions_loss: 479.2649 - logcount_predictions_loss: 1.0919 85/2279 [>.............................] - ETA: 11:04 - loss: 486.2277 - logits_profile_predictions_loss: 479.2403 - logcount_predictions_loss: 1.0918 86/2279 [>.............................] - ETA: 11:03 - loss: 486.2034 - logits_profile_predictions_loss: 479.2171 - logcount_predictions_loss: 1.0916 87/2279 [>.............................] - ETA: 11:03 - loss: 486.1823 - logits_profile_predictions_loss: 479.1970 - logcount_predictions_loss: 1.0915 88/2279 [>.............................] - ETA: 11:03 - loss: 486.1604 - logits_profile_predictions_loss: 479.1760 - logcount_predictions_loss: 1.0913 89/2279 [>.............................] - ETA: 11:03 - loss: 486.1275 - logits_profile_predictions_loss: 479.1443 - logcount_predictions_loss: 1.0911 90/2279 [>.............................] - ETA: 11:02 - loss: 486.0890 - logits_profile_predictions_loss: 479.1071 - logcount_predictions_loss: 1.0909 91/2279 [>.............................] - ETA: 11:02 - loss: 486.0484 - logits_profile_predictions_loss: 479.0677 - logcount_predictions_loss: 1.0907 92/2279 [>.............................] - ETA: 11:02 - loss: 486.0349 - logits_profile_predictions_loss: 479.0554 - logcount_predictions_loss: 1.0905 93/2279 [>.............................] - ETA: 11:01 - loss: 486.0205 - logits_profile_predictions_loss: 479.0422 - logcount_predictions_loss: 1.0904 94/2279 [>.............................] - ETA: 11:01 - loss: 486.0006 - 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[>.............................] - ETA: 10:59 - loss: 485.7425 - logits_profile_predictions_loss: 478.7761 - logcount_predictions_loss: 1.0885 102/2279 [>.............................] - ETA: 10:59 - loss: 485.7030 - logits_profile_predictions_loss: 478.7384 - logcount_predictions_loss: 1.0882 103/2279 [>.............................] - ETA: 10:59 - loss: 485.6616 - logits_profile_predictions_loss: 478.6990 - logcount_predictions_loss: 1.0879 104/2279 [>.............................] - ETA: 10:58 - loss: 485.6320 - logits_profile_predictions_loss: 478.6712 - logcount_predictions_loss: 1.0876 105/2279 [>.............................] - ETA: 10:58 - loss: 485.5939 - logits_profile_predictions_loss: 478.6350 - logcount_predictions_loss: 1.0873 106/2279 [>.............................] - ETA: 10:58 - loss: 485.5550 - logits_profile_predictions_loss: 478.5978 - logcount_predictions_loss: 1.0870 107/2279 [>.............................] - ETA: 10:58 - loss: 485.5304 - 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[>.............................] - ETA: 10:56 - loss: 485.4434 - logits_profile_predictions_loss: 478.4976 - logcount_predictions_loss: 1.0853 115/2279 [>.............................] - ETA: 10:56 - loss: 485.4362 - logits_profile_predictions_loss: 478.4916 - logcount_predictions_loss: 1.0851 116/2279 [>.............................] - ETA: 10:55 - loss: 485.4383 - logits_profile_predictions_loss: 478.4949 - logcount_predictions_loss: 1.0849 117/2279 [>.............................] - ETA: 10:55 - loss: 485.4319 - logits_profile_predictions_loss: 478.4899 - logcount_predictions_loss: 1.0847 118/2279 [>.............................] - ETA: 10:55 - loss: 485.4219 - logits_profile_predictions_loss: 478.4813 - logcount_predictions_loss: 1.0845 119/2279 [>.............................] - ETA: 10:54 - loss: 485.4185 - logits_profile_predictions_loss: 478.4792 - logcount_predictions_loss: 1.0843 120/2279 [>.............................] - ETA: 10:54 - loss: 485.4101 - 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[>.............................] - ETA: 10:52 - loss: 485.3901 - logits_profile_predictions_loss: 478.4587 - logcount_predictions_loss: 1.0830 128/2279 [>.............................] - ETA: 10:52 - loss: 485.3969 - logits_profile_predictions_loss: 478.4658 - logcount_predictions_loss: 1.0830 129/2279 [>.............................] - ETA: 10:52 - loss: 485.4000 - logits_profile_predictions_loss: 478.4693 - logcount_predictions_loss: 1.0829 130/2279 [>.............................] - ETA: 10:51 - loss: 485.4044 - logits_profile_predictions_loss: 478.4741 - logcount_predictions_loss: 1.0829 131/2279 [>.............................] - ETA: 10:51 - loss: 485.4181 - logits_profile_predictions_loss: 478.4882 - logcount_predictions_loss: 1.0828 132/2279 [>.............................] - ETA: 10:51 - loss: 485.4318 - logits_profile_predictions_loss: 478.5022 - logcount_predictions_loss: 1.0827 133/2279 [>.............................] - ETA: 10:51 - loss: 485.4362 - 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[============================>.] - ETA: 14s - loss: 491.4968 - logits_profile_predictions_loss: 484.7828 - logcount_predictions_loss: 1.0491 2234/2279 [============================>.] - ETA: 13s - loss: 491.4952 - logits_profile_predictions_loss: 484.7815 - logcount_predictions_loss: 1.0490 2235/2279 [============================>.] - ETA: 13s - loss: 491.4937 - logits_profile_predictions_loss: 484.7801 - logcount_predictions_loss: 1.0490 2236/2279 [============================>.] - ETA: 13s - loss: 491.4922 - logits_profile_predictions_loss: 484.7786 - logcount_predictions_loss: 1.0490 2237/2279 [============================>.] - ETA: 12s - loss: 491.4906 - logits_profile_predictions_loss: 484.7772 - logcount_predictions_loss: 1.0490 2238/2279 [============================>.] - ETA: 12s - loss: 491.4891 - logits_profile_predictions_loss: 484.7758 - logcount_predictions_loss: 1.0490 2239/2279 [============================>.] - ETA: 12s - loss: 491.4876 - 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[============================>.] - ETA: 10s - loss: 491.4768 - logits_profile_predictions_loss: 484.7646 - logcount_predictions_loss: 1.0488 2247/2279 [============================>.] - ETA: 9s - loss: 491.4753 - logits_profile_predictions_loss: 484.7632 - logcount_predictions_loss: 1.0488  2248/2279 [============================>.] - ETA: 9s - loss: 491.4738 - logits_profile_predictions_loss: 484.7618 - logcount_predictions_loss: 1.0488 2249/2279 [============================>.] - ETA: 9s - loss: 491.4722 - logits_profile_predictions_loss: 484.7604 - logcount_predictions_loss: 1.0487 2250/2279 [============================>.] - ETA: 8s - loss: 491.4707 - logits_profile_predictions_loss: 484.7590 - logcount_predictions_loss: 1.0487 2251/2279 [============================>.] - ETA: 8s - loss: 491.4692 - logits_profile_predictions_loss: 484.7576 - logcount_predictions_loss: 1.0487 2252/2279 [============================>.] - ETA: 8s - loss: 491.4676 - logits_profile_predictions_loss: 484.7562 - logcount_predictions_loss: 1.0487 2253/2279 [============================>.] - ETA: 7s - loss: 491.4660 - logits_profile_predictions_loss: 484.7547 - logcount_predictions_loss: 1.0487 2254/2279 [============================>.] - ETA: 7s - loss: 491.4644 - logits_profile_predictions_loss: 484.7532 - logcount_predictions_loss: 1.0486 2255/2279 [============================>.] - ETA: 7s - loss: 491.4628 - logits_profile_predictions_loss: 484.7518 - logcount_predictions_loss: 1.0486 2256/2279 [============================>.] - ETA: 7s - loss: 491.4613 - logits_profile_predictions_loss: 484.7504 - logcount_predictions_loss: 1.0486 2257/2279 [============================>.] - ETA: 6s - loss: 491.4597 - logits_profile_predictions_loss: 484.7490 - logcount_predictions_loss: 1.0486 2258/2279 [============================>.] - ETA: 6s - loss: 491.4582 - logits_profile_predictions_loss: 484.7476 - logcount_predictions_loss: 1.0486 2259/2279 [============================>.] - ETA: 6s - 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2266/2279 [============================>.] - ETA: 3s - loss: 491.4459 - logits_profile_predictions_loss: 484.7363 - logcount_predictions_loss: 1.0484 2267/2279 [============================>.] - ETA: 3s - loss: 491.4443 - logits_profile_predictions_loss: 484.7349 - logcount_predictions_loss: 1.0484 2268/2279 [============================>.] - ETA: 3s - loss: 491.4427 - logits_profile_predictions_loss: 484.7335 - logcount_predictions_loss: 1.0483 2269/2279 [============================>.] - ETA: 3s - loss: 491.4412 - logits_profile_predictions_loss: 484.7320 - logcount_predictions_loss: 1.0483 2270/2279 [============================>.] - ETA: 2s - loss: 491.4396 - logits_profile_predictions_loss: 484.7306 - logcount_predictions_loss: 1.0483 2271/2279 [============================>.] - ETA: 2s - loss: 491.4380 - logits_profile_predictions_loss: 484.7291 - logcount_predictions_loss: 1.0483 2272/2279 [============================>.] - ETA: 2s - loss: 491.4364 - 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[==============================] - ETA: 0s - loss: 491.4252 - logits_profile_predictions_loss: 484.7174 - logcount_predictions_loss: 1.0481 2279/2279 [==============================] - 727s 319ms/step - loss: 491.4236 - logits_profile_predictions_loss: 484.7160 - logcount_predictions_loss: 1.0481 - val_loss: 482.3204 - val_logits_profile_predictions_loss: 477.1417 - val_logcount_predictions_loss: 0.8092 Epoch 00002: val_loss improved from 490.12411 to 482.32040, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/2279 [..............................] - ETA: 12:00 - loss: 466.0363 - logits_profile_predictions_loss: 458.7309 - logcount_predictions_loss: 1.1415 2/2279 [..............................] - ETA: 11:35 - loss: 490.9320 - logits_profile_predictions_loss: 483.6330 - logcount_predictions_loss: 1.1405 3/2279 [..............................] - ETA: 11:32 - loss: 485.3741 - logits_profile_predictions_loss: 478.4268 - logcount_predictions_loss: 1.0855 4/2279 [..............................] - ETA: 11:32 - loss: 483.6590 - logits_profile_predictions_loss: 477.0079 - logcount_predictions_loss: 1.0392 5/2279 [..............................] - ETA: 11:31 - loss: 490.8902 - logits_profile_predictions_loss: 484.3119 - logcount_predictions_loss: 1.0279 6/2279 [..............................] - ETA: 11:31 - loss: 494.3984 - logits_profile_predictions_loss: 487.8965 - logcount_predictions_loss: 1.0159 7/2279 [..............................] - ETA: 11:30 - loss: 497.6744 - logits_profile_predictions_loss: 491.2265 - logcount_predictions_loss: 1.0075 8/2279 [..............................] - ETA: 11:30 - loss: 500.3339 - logits_profile_predictions_loss: 493.9421 - logcount_predictions_loss: 0.9987 9/2279 [..............................] - ETA: 11:30 - loss: 502.5529 - logits_profile_predictions_loss: 496.2157 - logcount_predictions_loss: 0.9902 10/2279 [..............................] - ETA: 11:29 - loss: 505.3990 - logits_profile_predictions_loss: 499.0995 - logcount_predictions_loss: 0.9843 11/2279 [..............................] - ETA: 11:29 - loss: 507.5588 - logits_profile_predictions_loss: 501.2904 - logcount_predictions_loss: 0.9794 12/2279 [..............................] - ETA: 11:29 - loss: 508.1563 - logits_profile_predictions_loss: 501.9163 - logcount_predictions_loss: 0.9750 13/2279 [..............................] - ETA: 11:29 - loss: 508.5291 - logits_profile_predictions_loss: 502.3192 - logcount_predictions_loss: 0.9703 14/2279 [..............................] - ETA: 11:28 - loss: 508.4806 - logits_profile_predictions_loss: 502.2935 - logcount_predictions_loss: 0.9667 15/2279 [..............................] - ETA: 11:28 - loss: 507.9094 - logits_profile_predictions_loss: 501.7460 - logcount_predictions_loss: 0.9630 16/2279 [..............................] - ETA: 11:28 - loss: 507.5522 - logits_profile_predictions_loss: 501.4136 - logcount_predictions_loss: 0.9592 17/2279 [..............................] - ETA: 11:27 - loss: 507.5942 - logits_profile_predictions_loss: 501.4704 - logcount_predictions_loss: 0.9568 18/2279 [..............................] - ETA: 11:27 - loss: 507.7347 - logits_profile_predictions_loss: 501.6150 - logcount_predictions_loss: 0.9562 19/2279 [..............................] - ETA: 11:27 - loss: 508.1883 - logits_profile_predictions_loss: 502.0684 - logcount_predictions_loss: 0.9562 20/2279 [..............................] - ETA: 11:26 - loss: 508.2752 - logits_profile_predictions_loss: 502.1576 - logcount_predictions_loss: 0.9559 21/2279 [..............................] - ETA: 11:26 - loss: 508.2999 - logits_profile_predictions_loss: 502.1849 - logcount_predictions_loss: 0.9555 22/2279 [..............................] - ETA: 11:26 - loss: 508.1450 - logits_profile_predictions_loss: 502.0343 - logcount_predictions_loss: 0.9548 23/2279 [..............................] - ETA: 11:26 - loss: 507.9924 - logits_profile_predictions_loss: 501.8871 - logcount_predictions_loss: 0.9539 24/2279 [..............................] - ETA: 11:25 - loss: 508.0092 - logits_profile_predictions_loss: 501.9107 - logcount_predictions_loss: 0.9529 25/2279 [..............................] - ETA: 11:25 - loss: 508.1418 - logits_profile_predictions_loss: 502.0519 - logcount_predictions_loss: 0.9515 26/2279 [..............................] - ETA: 11:25 - loss: 508.3918 - logits_profile_predictions_loss: 502.3085 - logcount_predictions_loss: 0.9505 27/2279 [..............................] - ETA: 11:24 - loss: 508.4432 - logits_profile_predictions_loss: 502.3664 - logcount_predictions_loss: 0.9495 28/2279 [..............................] - ETA: 11:24 - loss: 508.4283 - logits_profile_predictions_loss: 502.3576 - logcount_predictions_loss: 0.9485 29/2279 [..............................] - ETA: 11:24 - loss: 508.4158 - logits_profile_predictions_loss: 502.3510 - logcount_predictions_loss: 0.9476 30/2279 [..............................] - ETA: 11:23 - loss: 508.4244 - logits_profile_predictions_loss: 502.3651 - logcount_predictions_loss: 0.9468 31/2279 [..............................] - ETA: 11:23 - loss: 508.2200 - logits_profile_predictions_loss: 502.1671 - logcount_predictions_loss: 0.9458 32/2279 [..............................] - ETA: 11:23 - loss: 508.1236 - logits_profile_predictions_loss: 502.0726 - logcount_predictions_loss: 0.9455 33/2279 [..............................] - ETA: 11:23 - loss: 508.1009 - logits_profile_predictions_loss: 502.0507 - logcount_predictions_loss: 0.9453 34/2279 [..............................] - ETA: 11:22 - loss: 508.0367 - logits_profile_predictions_loss: 501.9888 - logcount_predictions_loss: 0.9450 35/2279 [..............................] - ETA: 11:22 - loss: 507.9500 - logits_profile_predictions_loss: 501.9046 - logcount_predictions_loss: 0.9446 36/2279 [..............................] - ETA: 11:22 - loss: 507.8384 - logits_profile_predictions_loss: 501.7960 - logcount_predictions_loss: 0.9441 37/2279 [..............................] - ETA: 11:21 - loss: 507.6482 - logits_profile_predictions_loss: 501.6093 - logcount_predictions_loss: 0.9436 38/2279 [..............................] - ETA: 11:21 - loss: 507.4509 - logits_profile_predictions_loss: 501.4151 - logcount_predictions_loss: 0.9431 39/2279 [..............................] - ETA: 11:21 - loss: 507.3134 - logits_profile_predictions_loss: 501.2805 - logcount_predictions_loss: 0.9426 40/2279 [..............................] - ETA: 11:21 - loss: 507.1893 - logits_profile_predictions_loss: 501.1592 - logcount_predictions_loss: 0.9422 41/2279 [..............................] - ETA: 11:20 - loss: 507.0321 - logits_profile_predictions_loss: 501.0057 - logcount_predictions_loss: 0.9416 42/2279 [..............................] - ETA: 11:20 - loss: 506.8514 - logits_profile_predictions_loss: 500.8286 - logcount_predictions_loss: 0.9410 43/2279 [..............................] - ETA: 11:20 - loss: 506.6971 - logits_profile_predictions_loss: 500.6786 - logcount_predictions_loss: 0.9404 44/2279 [..............................] - ETA: 11:19 - loss: 506.5599 - logits_profile_predictions_loss: 500.5459 - logcount_predictions_loss: 0.9397 45/2279 [..............................] - ETA: 11:19 - loss: 506.4215 - logits_profile_predictions_loss: 500.4118 - logcount_predictions_loss: 0.9390 46/2279 [..............................] - ETA: 11:19 - loss: 506.2626 - logits_profile_predictions_loss: 500.2576 - logcount_predictions_loss: 0.9383 47/2279 [..............................] - ETA: 11:19 - loss: 506.0317 - logits_profile_predictions_loss: 500.0305 - logcount_predictions_loss: 0.9377 48/2279 [..............................] - ETA: 11:18 - loss: 505.8607 - logits_profile_predictions_loss: 499.8630 - logcount_predictions_loss: 0.9371 49/2279 [..............................] - ETA: 11:18 - loss: 505.7321 - logits_profile_predictions_loss: 499.7371 - logcount_predictions_loss: 0.9367 50/2279 [..............................] - ETA: 11:18 - loss: 505.6150 - logits_profile_predictions_loss: 499.6223 - logcount_predictions_loss: 0.9363 51/2279 [..............................] - ETA: 11:17 - loss: 505.5089 - logits_profile_predictions_loss: 499.5181 - logcount_predictions_loss: 0.9360 52/2279 [..............................] - ETA: 11:17 - loss: 505.3913 - logits_profile_predictions_loss: 499.4023 - logcount_predictions_loss: 0.9358 53/2279 [..............................] - ETA: 11:17 - loss: 505.3190 - logits_profile_predictions_loss: 499.3320 - logcount_predictions_loss: 0.9355 54/2279 [..............................] - ETA: 11:17 - loss: 505.2125 - logits_profile_predictions_loss: 499.2276 - logcount_predictions_loss: 0.9351 55/2279 [..............................] - ETA: 11:16 - loss: 505.1146 - 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[..............................] - ETA: 11:15 - loss: 504.3435 - logits_profile_predictions_loss: 498.3681 - logcount_predictions_loss: 0.9336 63/2279 [..............................] - ETA: 11:15 - loss: 504.2239 - logits_profile_predictions_loss: 498.2484 - logcount_predictions_loss: 0.9336 64/2279 [..............................] - ETA: 11:14 - loss: 504.1014 - logits_profile_predictions_loss: 498.1260 - logcount_predictions_loss: 0.9337 65/2279 [..............................] - ETA: 11:14 - loss: 503.9817 - logits_profile_predictions_loss: 498.0062 - logcount_predictions_loss: 0.9337 66/2279 [..............................] - ETA: 11:14 - loss: 503.8278 - logits_profile_predictions_loss: 497.8526 - logcount_predictions_loss: 0.9336 67/2279 [..............................] - ETA: 11:13 - loss: 503.6753 - logits_profile_predictions_loss: 497.7006 - logcount_predictions_loss: 0.9335 68/2279 [..............................] - ETA: 11:13 - loss: 503.5011 - 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[..............................] - ETA: 11:11 - loss: 502.6346 - logits_profile_predictions_loss: 496.6660 - logcount_predictions_loss: 0.9326 76/2279 [>.............................] - ETA: 11:11 - loss: 502.5479 - logits_profile_predictions_loss: 496.5809 - logcount_predictions_loss: 0.9323 77/2279 [>.............................] - ETA: 11:10 - loss: 502.4528 - logits_profile_predictions_loss: 496.4875 - logcount_predictions_loss: 0.9321 78/2279 [>.............................] - ETA: 11:10 - loss: 502.3434 - logits_profile_predictions_loss: 496.3802 - logcount_predictions_loss: 0.9317 79/2279 [>.............................] - ETA: 11:10 - loss: 502.2389 - logits_profile_predictions_loss: 496.2778 - logcount_predictions_loss: 0.9314 80/2279 [>.............................] - ETA: 11:10 - loss: 502.1488 - logits_profile_predictions_loss: 496.1899 - logcount_predictions_loss: 0.9311 81/2279 [>.............................] - ETA: 11:09 - loss: 502.0532 - 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[====>.........................] - ETA: 9:30 - loss: 488.3458 - logits_profile_predictions_loss: 482.5172 - logcount_predictions_loss: 0.9107 414/2279 [====>.........................] - ETA: 9:29 - loss: 488.3309 - logits_profile_predictions_loss: 482.5022 - logcount_predictions_loss: 0.9107 415/2279 [====>.........................] - ETA: 9:29 - loss: 488.3162 - logits_profile_predictions_loss: 482.4875 - logcount_predictions_loss: 0.9108 416/2279 [====>.........................] - ETA: 9:29 - loss: 488.3007 - logits_profile_predictions_loss: 482.4719 - logcount_predictions_loss: 0.9108 417/2279 [====>.........................] - ETA: 9:29 - loss: 488.2848 - logits_profile_predictions_loss: 482.4559 - logcount_predictions_loss: 0.9108 418/2279 [====>.........................] - ETA: 9:28 - loss: 488.2696 - logits_profile_predictions_loss: 482.4405 - logcount_predictions_loss: 0.9108 419/2279 [====>.........................] - ETA: 9:28 - loss: 488.2542 - 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[====>.........................] - ETA: 9:26 - loss: 488.1442 - logits_profile_predictions_loss: 482.3141 - logcount_predictions_loss: 0.9110 427/2279 [====>.........................] - ETA: 9:25 - loss: 488.1276 - logits_profile_predictions_loss: 482.2973 - logcount_predictions_loss: 0.9110 428/2279 [====>.........................] - ETA: 9:25 - loss: 488.1111 - logits_profile_predictions_loss: 482.2806 - logcount_predictions_loss: 0.9110 429/2279 [====>.........................] - ETA: 9:25 - loss: 488.0940 - logits_profile_predictions_loss: 482.2634 - logcount_predictions_loss: 0.9110 430/2279 [====>.........................] - ETA: 9:25 - loss: 488.0773 - logits_profile_predictions_loss: 482.2464 - logcount_predictions_loss: 0.9111 431/2279 [====>.........................] - ETA: 9:24 - loss: 488.0601 - logits_profile_predictions_loss: 482.2291 - logcount_predictions_loss: 0.9111 432/2279 [====>.........................] - ETA: 9:24 - loss: 488.0428 - 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[====>.........................] - ETA: 9:22 - loss: 487.9228 - logits_profile_predictions_loss: 482.0902 - logcount_predictions_loss: 0.9113 440/2279 [====>.........................] - ETA: 9:22 - loss: 487.9059 - logits_profile_predictions_loss: 482.0731 - logcount_predictions_loss: 0.9114 441/2279 [====>.........................] - ETA: 9:21 - loss: 487.8889 - logits_profile_predictions_loss: 482.0559 - logcount_predictions_loss: 0.9114 442/2279 [====>.........................] - ETA: 9:21 - loss: 487.8721 - logits_profile_predictions_loss: 482.0389 - logcount_predictions_loss: 0.9114 443/2279 [====>.........................] - ETA: 9:21 - loss: 487.8560 - logits_profile_predictions_loss: 482.0226 - logcount_predictions_loss: 0.9115 444/2279 [====>.........................] - ETA: 9:20 - loss: 487.8393 - logits_profile_predictions_loss: 482.0056 - logcount_predictions_loss: 0.9115 445/2279 [====>.........................] - ETA: 9:20 - loss: 487.8219 - 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[====>.........................] - ETA: 9:18 - loss: 487.7123 - logits_profile_predictions_loss: 481.8769 - logcount_predictions_loss: 0.9118 453/2279 [====>.........................] - ETA: 9:18 - loss: 487.6979 - logits_profile_predictions_loss: 481.8622 - logcount_predictions_loss: 0.9118 454/2279 [====>.........................] - ETA: 9:17 - loss: 487.6831 - logits_profile_predictions_loss: 481.8472 - logcount_predictions_loss: 0.9119 455/2279 [====>.........................] - ETA: 9:17 - loss: 487.6683 - logits_profile_predictions_loss: 481.8321 - logcount_predictions_loss: 0.9119 456/2279 [=====>........................] - ETA: 9:17 - loss: 487.6533 - logits_profile_predictions_loss: 481.8169 - logcount_predictions_loss: 0.9119 457/2279 [=====>........................] - ETA: 9:16 - loss: 487.6384 - logits_profile_predictions_loss: 481.8017 - logcount_predictions_loss: 0.9120 458/2279 [=====>........................] - ETA: 9:16 - loss: 487.6239 - 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[=====>........................] - ETA: 9:14 - loss: 487.5163 - logits_profile_predictions_loss: 481.6780 - logcount_predictions_loss: 0.9122 466/2279 [=====>........................] - ETA: 9:14 - loss: 487.5002 - logits_profile_predictions_loss: 481.6617 - logcount_predictions_loss: 0.9123 467/2279 [=====>........................] - ETA: 9:13 - loss: 487.4839 - logits_profile_predictions_loss: 481.6453 - logcount_predictions_loss: 0.9123 468/2279 [=====>........................] - ETA: 9:13 - loss: 487.4678 - logits_profile_predictions_loss: 481.6290 - logcount_predictions_loss: 0.9123 469/2279 [=====>........................] - ETA: 9:13 - loss: 487.4511 - logits_profile_predictions_loss: 481.6121 - logcount_predictions_loss: 0.9124 470/2279 [=====>........................] - ETA: 9:12 - loss: 487.4341 - logits_profile_predictions_loss: 481.5950 - logcount_predictions_loss: 0.9124 471/2279 [=====>........................] - ETA: 9:12 - loss: 487.4168 - 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[=====>........................] - ETA: 9:10 - loss: 487.2981 - logits_profile_predictions_loss: 481.4576 - logcount_predictions_loss: 0.9126 479/2279 [=====>........................] - ETA: 9:10 - loss: 487.2805 - logits_profile_predictions_loss: 481.4398 - logcount_predictions_loss: 0.9126 480/2279 [=====>........................] - ETA: 9:09 - loss: 487.2629 - logits_profile_predictions_loss: 481.4221 - logcount_predictions_loss: 0.9126 481/2279 [=====>........................] - ETA: 9:09 - loss: 487.2456 - logits_profile_predictions_loss: 481.4047 - logcount_predictions_loss: 0.9127 482/2279 [=====>........................] - ETA: 9:09 - loss: 487.2282 - logits_profile_predictions_loss: 481.3872 - logcount_predictions_loss: 0.9127 483/2279 [=====>........................] - ETA: 9:08 - loss: 487.2111 - logits_profile_predictions_loss: 481.3699 - logcount_predictions_loss: 0.9127 484/2279 [=====>........................] - ETA: 9:08 - loss: 487.1937 - 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[==============================] - ETA: 0s - loss: 479.4757 - logits_profile_predictions_loss: 473.7096 - logcount_predictions_loss: 0.9010 2279/2279 [==============================] - 726s 318ms/step - loss: 479.4743 - logits_profile_predictions_loss: 473.7083 - logcount_predictions_loss: 0.9010 - val_loss: 476.2206 - val_logits_profile_predictions_loss: 471.2557 - val_logcount_predictions_loss: 0.7758 Epoch 00003: val_loss improved from 482.32040 to 476.22055, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 4/50 1/2279 [..............................] - ETA: 12:01 - loss: 456.2973 - logits_profile_predictions_loss: 450.5720 - logcount_predictions_loss: 0.8946 2/2279 [..............................] - ETA: 11:29 - loss: 465.5203 - logits_profile_predictions_loss: 459.6620 - logcount_predictions_loss: 0.9154 3/2279 [..............................] - ETA: 11:29 - loss: 479.8942 - 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[===>..........................] - ETA: 9:53 - loss: 470.5191 - logits_profile_predictions_loss: 465.3306 - logcount_predictions_loss: 0.8107 336/2279 [===>..........................] - ETA: 9:52 - loss: 470.5309 - logits_profile_predictions_loss: 465.3418 - logcount_predictions_loss: 0.8108 337/2279 [===>..........................] - ETA: 9:52 - loss: 470.5419 - logits_profile_predictions_loss: 465.3523 - logcount_predictions_loss: 0.8109 338/2279 [===>..........................] - ETA: 9:52 - loss: 470.5538 - logits_profile_predictions_loss: 465.3636 - logcount_predictions_loss: 0.8110 339/2279 [===>..........................] - ETA: 9:51 - loss: 470.5663 - logits_profile_predictions_loss: 465.3756 - logcount_predictions_loss: 0.8111 340/2279 [===>..........................] - ETA: 9:51 - loss: 470.5786 - logits_profile_predictions_loss: 465.3873 - logcount_predictions_loss: 0.8112 341/2279 [===>..........................] - ETA: 9:51 - loss: 470.5902 - 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[===>..........................] - ETA: 9:49 - loss: 470.6502 - logits_profile_predictions_loss: 465.4548 - logcount_predictions_loss: 0.8118 349/2279 [===>..........................] - ETA: 9:48 - loss: 470.6594 - logits_profile_predictions_loss: 465.4635 - logcount_predictions_loss: 0.8119 350/2279 [===>..........................] - ETA: 9:48 - loss: 470.6697 - logits_profile_predictions_loss: 465.4733 - logcount_predictions_loss: 0.8120 351/2279 [===>..........................] - ETA: 9:48 - loss: 470.6808 - logits_profile_predictions_loss: 465.4838 - logcount_predictions_loss: 0.8120 352/2279 [===>..........................] - ETA: 9:47 - loss: 470.6925 - logits_profile_predictions_loss: 465.4950 - logcount_predictions_loss: 0.8121 353/2279 [===>..........................] - ETA: 9:47 - loss: 470.7043 - logits_profile_predictions_loss: 465.5063 - logcount_predictions_loss: 0.8122 354/2279 [===>..........................] - ETA: 9:47 - loss: 470.7155 - 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[===>..........................] - ETA: 9:45 - loss: 470.7835 - logits_profile_predictions_loss: 465.5815 - logcount_predictions_loss: 0.8128 362/2279 [===>..........................] - ETA: 9:44 - loss: 470.7931 - logits_profile_predictions_loss: 465.5907 - logcount_predictions_loss: 0.8129 363/2279 [===>..........................] - ETA: 9:44 - loss: 470.8031 - logits_profile_predictions_loss: 465.6002 - logcount_predictions_loss: 0.8130 364/2279 [===>..........................] - ETA: 9:44 - loss: 470.8134 - logits_profile_predictions_loss: 465.6100 - logcount_predictions_loss: 0.8130 365/2279 [===>..........................] - ETA: 9:43 - loss: 470.8234 - logits_profile_predictions_loss: 465.6196 - logcount_predictions_loss: 0.8131 366/2279 [===>..........................] - ETA: 9:43 - loss: 470.8331 - logits_profile_predictions_loss: 465.6288 - logcount_predictions_loss: 0.8132 367/2279 [===>..........................] - ETA: 9:43 - loss: 470.8431 - 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[===>..........................] - ETA: 9:41 - loss: 470.9158 - logits_profile_predictions_loss: 465.7077 - logcount_predictions_loss: 0.8138 375/2279 [===>..........................] - ETA: 9:40 - loss: 470.9260 - logits_profile_predictions_loss: 465.7174 - logcount_predictions_loss: 0.8139 376/2279 [===>..........................] - ETA: 9:40 - loss: 470.9383 - logits_profile_predictions_loss: 465.7292 - logcount_predictions_loss: 0.8139 377/2279 [===>..........................] - ETA: 9:40 - loss: 470.9498 - logits_profile_predictions_loss: 465.7402 - logcount_predictions_loss: 0.8140 378/2279 [===>..........................] - ETA: 9:40 - loss: 470.9614 - logits_profile_predictions_loss: 465.7513 - logcount_predictions_loss: 0.8141 379/2279 [===>..........................] - ETA: 9:39 - loss: 470.9722 - logits_profile_predictions_loss: 465.7616 - logcount_predictions_loss: 0.8142 380/2279 [====>.........................] - ETA: 9:39 - loss: 470.9828 - 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[====>.........................] - ETA: 9:37 - loss: 471.0582 - logits_profile_predictions_loss: 465.8438 - logcount_predictions_loss: 0.8148 388/2279 [====>.........................] - ETA: 9:37 - loss: 471.0702 - logits_profile_predictions_loss: 465.8553 - logcount_predictions_loss: 0.8148 389/2279 [====>.........................] - ETA: 9:36 - loss: 471.0834 - logits_profile_predictions_loss: 465.8681 - logcount_predictions_loss: 0.8149 390/2279 [====>.........................] - ETA: 9:36 - loss: 471.0972 - logits_profile_predictions_loss: 465.8814 - logcount_predictions_loss: 0.8150 391/2279 [====>.........................] - ETA: 9:36 - loss: 471.1113 - logits_profile_predictions_loss: 465.8951 - logcount_predictions_loss: 0.8151 392/2279 [====>.........................] - ETA: 9:35 - loss: 471.1259 - logits_profile_predictions_loss: 465.9092 - logcount_predictions_loss: 0.8151 393/2279 [====>.........................] - ETA: 9:35 - loss: 471.1409 - 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[====>.........................] - ETA: 9:33 - loss: 471.2406 - logits_profile_predictions_loss: 466.0202 - logcount_predictions_loss: 0.8157 401/2279 [====>.........................] - ETA: 9:33 - loss: 471.2534 - logits_profile_predictions_loss: 466.0326 - logcount_predictions_loss: 0.8158 402/2279 [====>.........................] - ETA: 9:32 - loss: 471.2656 - logits_profile_predictions_loss: 466.0444 - logcount_predictions_loss: 0.8158 403/2279 [====>.........................] - ETA: 9:32 - loss: 471.2780 - logits_profile_predictions_loss: 466.0563 - logcount_predictions_loss: 0.8159 404/2279 [====>.........................] - ETA: 9:32 - loss: 471.2897 - logits_profile_predictions_loss: 466.0677 - logcount_predictions_loss: 0.8160 405/2279 [====>.........................] - ETA: 9:31 - loss: 471.3008 - logits_profile_predictions_loss: 466.0784 - logcount_predictions_loss: 0.8160 406/2279 [====>.........................] - ETA: 9:31 - loss: 471.3119 - 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[====>.........................] - ETA: 9:29 - loss: 471.3827 - logits_profile_predictions_loss: 466.1572 - logcount_predictions_loss: 0.8165 414/2279 [====>.........................] - ETA: 9:29 - loss: 471.3931 - logits_profile_predictions_loss: 466.1673 - logcount_predictions_loss: 0.8166 415/2279 [====>.........................] - ETA: 9:28 - loss: 471.4037 - logits_profile_predictions_loss: 466.1775 - logcount_predictions_loss: 0.8166 416/2279 [====>.........................] - ETA: 9:28 - loss: 471.4142 - logits_profile_predictions_loss: 466.1876 - logcount_predictions_loss: 0.8167 417/2279 [====>.........................] - ETA: 9:28 - loss: 471.4244 - logits_profile_predictions_loss: 466.1975 - logcount_predictions_loss: 0.8167 418/2279 [====>.........................] - ETA: 9:27 - loss: 471.4345 - logits_profile_predictions_loss: 466.2072 - logcount_predictions_loss: 0.8168 419/2279 [====>.........................] - ETA: 9:27 - loss: 471.4450 - 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[====>.........................] - ETA: 9:25 - loss: 471.5059 - logits_profile_predictions_loss: 466.2762 - logcount_predictions_loss: 0.8171 427/2279 [====>.........................] - ETA: 9:25 - loss: 471.5125 - logits_profile_predictions_loss: 466.2825 - logcount_predictions_loss: 0.8172 428/2279 [====>.........................] - ETA: 9:24 - loss: 471.5188 - logits_profile_predictions_loss: 466.2887 - logcount_predictions_loss: 0.8172 429/2279 [====>.........................] - ETA: 9:24 - loss: 471.5256 - logits_profile_predictions_loss: 466.2952 - logcount_predictions_loss: 0.8173 430/2279 [====>.........................] - ETA: 9:24 - loss: 471.5330 - logits_profile_predictions_loss: 466.3022 - logcount_predictions_loss: 0.8173 431/2279 [====>.........................] - ETA: 9:24 - loss: 471.5405 - logits_profile_predictions_loss: 466.3095 - logcount_predictions_loss: 0.8173 432/2279 [====>.........................] - ETA: 9:23 - loss: 471.5481 - 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logits_profile_predictions_loss: 465.3650 - logcount_predictions_loss: 0.8209 2273/2279 [============================>.] - ETA: 1s - loss: 470.6178 - logits_profile_predictions_loss: 465.3640 - logcount_predictions_loss: 0.8209 2274/2279 [============================>.] - ETA: 1s - loss: 470.6168 - logits_profile_predictions_loss: 465.3630 - logcount_predictions_loss: 0.8209 2275/2279 [============================>.] - ETA: 1s - loss: 470.6158 - logits_profile_predictions_loss: 465.3621 - logcount_predictions_loss: 0.8209 2276/2279 [============================>.] - ETA: 0s - loss: 470.6148 - logits_profile_predictions_loss: 465.3611 - logcount_predictions_loss: 0.8209 2277/2279 [============================>.] - ETA: 0s - loss: 470.6138 - logits_profile_predictions_loss: 465.3602 - logcount_predictions_loss: 0.8209 2278/2279 [============================>.] - ETA: 0s - loss: 470.6129 - logits_profile_predictions_loss: 465.3592 - logcount_predictions_loss: 0.8209 2279/2279 [==============================] - ETA: 0s - loss: 470.6119 - logits_profile_predictions_loss: 465.3582 - logcount_predictions_loss: 0.8209 2279/2279 [==============================] - 725s 318ms/step - loss: 470.6109 - logits_profile_predictions_loss: 465.3573 - logcount_predictions_loss: 0.8209 - val_loss: 469.0143 - val_logits_profile_predictions_loss: 464.6405 - val_logcount_predictions_loss: 0.6834 Epoch 00004: val_loss improved from 476.22055 to 469.01434, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 5/50 1/2279 [..............................] - ETA: 11:53 - loss: 588.2762 - logits_profile_predictions_loss: 583.7759 - logcount_predictions_loss: 0.7032 2/2279 [..............................] - ETA: 11:29 - loss: 559.7515 - logits_profile_predictions_loss: 555.2606 - logcount_predictions_loss: 0.7017 3/2279 [..............................] - ETA: 11:28 - loss: 539.1347 - logits_profile_predictions_loss: 534.7666 - logcount_predictions_loss: 0.6825 4/2279 [..............................] - ETA: 11:29 - loss: 528.1305 - logits_profile_predictions_loss: 523.7470 - logcount_predictions_loss: 0.6849 5/2279 [..............................] - ETA: 11:29 - loss: 516.1209 - logits_profile_predictions_loss: 511.7669 - logcount_predictions_loss: 0.6803 6/2279 [..............................] - ETA: 11:28 - loss: 510.2489 - logits_profile_predictions_loss: 505.8198 - logcount_predictions_loss: 0.6920 7/2279 [..............................] - ETA: 11:29 - loss: 504.8236 - logits_profile_predictions_loss: 500.3148 - logcount_predictions_loss: 0.7045 8/2279 [..............................] - ETA: 11:28 - loss: 499.8438 - logits_profile_predictions_loss: 495.2741 - logcount_predictions_loss: 0.7140 9/2279 [..............................] - ETA: 11:28 - loss: 496.7033 - logits_profile_predictions_loss: 492.1030 - logcount_predictions_loss: 0.7188 10/2279 [..............................] - ETA: 11:28 - loss: 494.5096 - logits_profile_predictions_loss: 489.8870 - logcount_predictions_loss: 0.7223 11/2279 [..............................] - ETA: 11:28 - loss: 492.3081 - logits_profile_predictions_loss: 487.6794 - logcount_predictions_loss: 0.7232 12/2279 [..............................] - ETA: 11:27 - loss: 490.2512 - logits_profile_predictions_loss: 485.6124 - logcount_predictions_loss: 0.7248 13/2279 [..............................] - ETA: 11:27 - loss: 488.3026 - logits_profile_predictions_loss: 483.6649 - logcount_predictions_loss: 0.7246 14/2279 [..............................] - ETA: 11:27 - loss: 486.1084 - logits_profile_predictions_loss: 481.4791 - logcount_predictions_loss: 0.7233 15/2279 [..............................] - ETA: 11:26 - loss: 484.1213 - logits_profile_predictions_loss: 479.4891 - logcount_predictions_loss: 0.7238 16/2279 [..............................] - ETA: 11:26 - loss: 482.7765 - logits_profile_predictions_loss: 478.1446 - logcount_predictions_loss: 0.7237 17/2279 [..............................] - ETA: 11:26 - loss: 481.4272 - logits_profile_predictions_loss: 476.8012 - logcount_predictions_loss: 0.7228 18/2279 [..............................] - ETA: 11:26 - loss: 480.1814 - logits_profile_predictions_loss: 475.5619 - logcount_predictions_loss: 0.7218 19/2279 [..............................] - ETA: 11:25 - loss: 478.9828 - logits_profile_predictions_loss: 474.3697 - logcount_predictions_loss: 0.7208 20/2279 [..............................] - ETA: 11:25 - loss: 477.8769 - logits_profile_predictions_loss: 473.2692 - logcount_predictions_loss: 0.7199 21/2279 [..............................] - ETA: 11:25 - loss: 477.0702 - logits_profile_predictions_loss: 472.4666 - logcount_predictions_loss: 0.7193 22/2279 [..............................] - ETA: 11:25 - loss: 476.2105 - logits_profile_predictions_loss: 471.6138 - logcount_predictions_loss: 0.7182 23/2279 [..............................] - ETA: 11:24 - loss: 475.3437 - logits_profile_predictions_loss: 470.7549 - logcount_predictions_loss: 0.7170 24/2279 [..............................] - ETA: 11:24 - loss: 474.5153 - logits_profile_predictions_loss: 469.9344 - logcount_predictions_loss: 0.7158 25/2279 [..............................] - ETA: 11:24 - loss: 473.5963 - logits_profile_predictions_loss: 469.0243 - logcount_predictions_loss: 0.7144 26/2279 [..............................] - ETA: 11:24 - loss: 472.7875 - logits_profile_predictions_loss: 468.2231 - logcount_predictions_loss: 0.7132 27/2279 [..............................] - ETA: 11:23 - loss: 471.9854 - logits_profile_predictions_loss: 467.4267 - logcount_predictions_loss: 0.7123 28/2279 [..............................] - ETA: 11:23 - loss: 471.2400 - logits_profile_predictions_loss: 466.6843 - logcount_predictions_loss: 0.7118 29/2279 [..............................] - ETA: 11:23 - loss: 470.6006 - logits_profile_predictions_loss: 466.0498 - logcount_predictions_loss: 0.7110 30/2279 [..............................] - ETA: 11:23 - loss: 470.0928 - logits_profile_predictions_loss: 465.5462 - logcount_predictions_loss: 0.7104 31/2279 [..............................] - ETA: 11:23 - loss: 469.6373 - logits_profile_predictions_loss: 465.0958 - logcount_predictions_loss: 0.7096 32/2279 [..............................] - ETA: 11:22 - loss: 469.2032 - logits_profile_predictions_loss: 464.6685 - logcount_predictions_loss: 0.7085 33/2279 [..............................] - ETA: 11:22 - loss: 468.7875 - logits_profile_predictions_loss: 464.2579 - logcount_predictions_loss: 0.7077 34/2279 [..............................] - ETA: 11:22 - loss: 468.3775 - logits_profile_predictions_loss: 463.8521 - logcount_predictions_loss: 0.7071 35/2279 [..............................] - ETA: 11:21 - loss: 467.9945 - logits_profile_predictions_loss: 463.4720 - logcount_predictions_loss: 0.7066 36/2279 [..............................] - ETA: 11:21 - loss: 467.6614 - logits_profile_predictions_loss: 463.1407 - logcount_predictions_loss: 0.7064 37/2279 [..............................] - ETA: 11:21 - loss: 467.3308 - logits_profile_predictions_loss: 462.8106 - logcount_predictions_loss: 0.7063 38/2279 [..............................] - ETA: 11:20 - loss: 467.0023 - logits_profile_predictions_loss: 462.4818 - logcount_predictions_loss: 0.7063 39/2279 [..............................] - ETA: 11:20 - loss: 466.7494 - logits_profile_predictions_loss: 462.2290 - logcount_predictions_loss: 0.7063 40/2279 [..............................] - ETA: 11:20 - loss: 466.5425 - logits_profile_predictions_loss: 462.0212 - logcount_predictions_loss: 0.7064 41/2279 [..............................] - ETA: 11:20 - loss: 466.3667 - logits_profile_predictions_loss: 461.8448 - logcount_predictions_loss: 0.7065 42/2279 [..............................] - ETA: 11:19 - loss: 466.1691 - logits_profile_predictions_loss: 461.6465 - logcount_predictions_loss: 0.7066 43/2279 [..............................] - ETA: 11:19 - loss: 465.9566 - logits_profile_predictions_loss: 461.4341 - logcount_predictions_loss: 0.7066 44/2279 [..............................] - ETA: 11:19 - loss: 465.7386 - logits_profile_predictions_loss: 461.2163 - logcount_predictions_loss: 0.7066 45/2279 [..............................] - ETA: 11:18 - loss: 465.5083 - logits_profile_predictions_loss: 460.9864 - logcount_predictions_loss: 0.7065 46/2279 [..............................] - ETA: 11:18 - loss: 465.2634 - logits_profile_predictions_loss: 460.7424 - logcount_predictions_loss: 0.7064 47/2279 [..............................] - ETA: 11:18 - loss: 465.0133 - logits_profile_predictions_loss: 460.4934 - logcount_predictions_loss: 0.7062 48/2279 [..............................] - ETA: 11:18 - loss: 464.7920 - logits_profile_predictions_loss: 460.2730 - logcount_predictions_loss: 0.7061 49/2279 [..............................] - ETA: 11:17 - loss: 464.5786 - logits_profile_predictions_loss: 460.0607 - logcount_predictions_loss: 0.7059 50/2279 [..............................] - ETA: 11:17 - loss: 464.3860 - logits_profile_predictions_loss: 459.8686 - logcount_predictions_loss: 0.7058 51/2279 [..............................] - ETA: 11:17 - loss: 464.1718 - logits_profile_predictions_loss: 459.6548 - logcount_predictions_loss: 0.7058 52/2279 [..............................] - ETA: 11:16 - loss: 463.9756 - logits_profile_predictions_loss: 459.4578 - logcount_predictions_loss: 0.7059 53/2279 [..............................] - ETA: 11:16 - loss: 463.7512 - logits_profile_predictions_loss: 459.2330 - logcount_predictions_loss: 0.7059 54/2279 [..............................] - ETA: 11:16 - loss: 463.4862 - logits_profile_predictions_loss: 458.9677 - logcount_predictions_loss: 0.7060 55/2279 [..............................] - ETA: 11:16 - loss: 463.2561 - logits_profile_predictions_loss: 458.7372 - logcount_predictions_loss: 0.7061 56/2279 [..............................] - ETA: 11:15 - loss: 463.0266 - logits_profile_predictions_loss: 458.5074 - logcount_predictions_loss: 0.7061 57/2279 [..............................] - ETA: 11:15 - loss: 462.7784 - logits_profile_predictions_loss: 458.2592 - logcount_predictions_loss: 0.7061 58/2279 [..............................] - ETA: 11:15 - loss: 462.5332 - logits_profile_predictions_loss: 458.0141 - logcount_predictions_loss: 0.7061 59/2279 [..............................] - ETA: 11:14 - loss: 462.2908 - logits_profile_predictions_loss: 457.7717 - logcount_predictions_loss: 0.7061 60/2279 [..............................] - ETA: 11:14 - loss: 462.0462 - logits_profile_predictions_loss: 457.5272 - logcount_predictions_loss: 0.7061 61/2279 [..............................] - ETA: 11:14 - loss: 461.8030 - logits_profile_predictions_loss: 457.2840 - logcount_predictions_loss: 0.7061 62/2279 [..............................] - ETA: 11:13 - loss: 461.5644 - logits_profile_predictions_loss: 457.0452 - logcount_predictions_loss: 0.7061 63/2279 [..............................] - ETA: 11:13 - loss: 461.3150 - logits_profile_predictions_loss: 456.7957 - logcount_predictions_loss: 0.7061 64/2279 [..............................] - ETA: 11:13 - loss: 461.0405 - logits_profile_predictions_loss: 456.5213 - logcount_predictions_loss: 0.7061 65/2279 [..............................] - ETA: 11:13 - loss: 460.7970 - logits_profile_predictions_loss: 456.2772 - logcount_predictions_loss: 0.7062 66/2279 [..............................] - ETA: 11:12 - loss: 460.5939 - logits_profile_predictions_loss: 456.0731 - logcount_predictions_loss: 0.7064 67/2279 [..............................] - ETA: 11:12 - loss: 460.3926 - logits_profile_predictions_loss: 455.8709 - logcount_predictions_loss: 0.7065 68/2279 [..............................] - ETA: 11:12 - loss: 460.2190 - logits_profile_predictions_loss: 455.6963 - logcount_predictions_loss: 0.7067 69/2279 [..............................] - ETA: 11:11 - loss: 460.0361 - logits_profile_predictions_loss: 455.5127 - logcount_predictions_loss: 0.7068 70/2279 [..............................] - ETA: 11:11 - loss: 459.8551 - logits_profile_predictions_loss: 455.3311 - logcount_predictions_loss: 0.7069 71/2279 [..............................] - ETA: 11:11 - loss: 459.6892 - logits_profile_predictions_loss: 455.1642 - logcount_predictions_loss: 0.7070 72/2279 [..............................] - ETA: 11:11 - loss: 459.5189 - logits_profile_predictions_loss: 454.9927 - logcount_predictions_loss: 0.7072 73/2279 [..............................] - ETA: 11:10 - loss: 459.3712 - logits_profile_predictions_loss: 454.8439 - logcount_predictions_loss: 0.7074 74/2279 [..............................] - ETA: 11:10 - loss: 459.2300 - logits_profile_predictions_loss: 454.7017 - logcount_predictions_loss: 0.7075 75/2279 [..............................] - ETA: 11:10 - loss: 459.0979 - logits_profile_predictions_loss: 454.5690 - logcount_predictions_loss: 0.7076 76/2279 [>.............................] - ETA: 11:09 - loss: 458.9854 - logits_profile_predictions_loss: 454.4559 - logcount_predictions_loss: 0.7077 77/2279 [>.............................] - ETA: 11:09 - loss: 458.8652 - logits_profile_predictions_loss: 454.3352 - logcount_predictions_loss: 0.7078 78/2279 [>.............................] - ETA: 11:09 - loss: 458.7487 - logits_profile_predictions_loss: 454.2180 - logcount_predictions_loss: 0.7079 79/2279 [>.............................] - ETA: 11:09 - loss: 458.6138 - logits_profile_predictions_loss: 454.0827 - logcount_predictions_loss: 0.7080 80/2279 [>.............................] - ETA: 11:08 - loss: 458.4936 - logits_profile_predictions_loss: 453.9620 - logcount_predictions_loss: 0.7080 81/2279 [>.............................] - ETA: 11:08 - loss: 458.3853 - 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[>.............................] - ETA: 11:06 - loss: 457.6274 - logits_profile_predictions_loss: 453.0893 - logcount_predictions_loss: 0.7091 89/2279 [>.............................] - ETA: 11:06 - loss: 457.5265 - logits_profile_predictions_loss: 452.9867 - logcount_predictions_loss: 0.7093 90/2279 [>.............................] - ETA: 11:05 - loss: 457.4301 - logits_profile_predictions_loss: 452.8889 - logcount_predictions_loss: 0.7096 91/2279 [>.............................] - ETA: 11:05 - loss: 457.3215 - logits_profile_predictions_loss: 452.7790 - logcount_predictions_loss: 0.7098 92/2279 [>.............................] - ETA: 11:05 - loss: 457.2156 - logits_profile_predictions_loss: 452.6715 - logcount_predictions_loss: 0.7100 93/2279 [>.............................] - ETA: 11:04 - loss: 457.1105 - logits_profile_predictions_loss: 452.5648 - logcount_predictions_loss: 0.7102 94/2279 [>.............................] - ETA: 11:04 - loss: 457.0116 - 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[>.............................] - ETA: 11:02 - loss: 456.4434 - logits_profile_predictions_loss: 451.8813 - logcount_predictions_loss: 0.7128 102/2279 [>.............................] - ETA: 11:02 - loss: 456.3890 - logits_profile_predictions_loss: 451.8246 - logcount_predictions_loss: 0.7132 103/2279 [>.............................] - ETA: 11:02 - loss: 456.3378 - logits_profile_predictions_loss: 451.7711 - logcount_predictions_loss: 0.7135 104/2279 [>.............................] - ETA: 11:01 - loss: 456.2912 - logits_profile_predictions_loss: 451.7223 - logcount_predictions_loss: 0.7139 105/2279 [>.............................] - ETA: 11:01 - loss: 456.2529 - logits_profile_predictions_loss: 451.6818 - logcount_predictions_loss: 0.7142 106/2279 [>.............................] - ETA: 11:01 - loss: 456.2151 - logits_profile_predictions_loss: 451.6421 - logcount_predictions_loss: 0.7145 107/2279 [>.............................] - ETA: 11:00 - loss: 456.1787 - 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[===>..........................] - ETA: 9:45 - loss: 456.7660 - logits_profile_predictions_loss: 452.0090 - logcount_predictions_loss: 0.7433 362/2279 [===>..........................] - ETA: 9:45 - loss: 456.7748 - logits_profile_predictions_loss: 452.0176 - logcount_predictions_loss: 0.7433 363/2279 [===>..........................] - ETA: 9:44 - loss: 456.7829 - logits_profile_predictions_loss: 452.0253 - logcount_predictions_loss: 0.7434 364/2279 [===>..........................] - ETA: 9:44 - loss: 456.7907 - logits_profile_predictions_loss: 452.0329 - logcount_predictions_loss: 0.7434 365/2279 [===>..........................] - ETA: 9:44 - loss: 456.7989 - logits_profile_predictions_loss: 452.0407 - logcount_predictions_loss: 0.7435 366/2279 [===>..........................] - ETA: 9:43 - loss: 456.8079 - logits_profile_predictions_loss: 452.0493 - logcount_predictions_loss: 0.7435 367/2279 [===>..........................] - ETA: 9:43 - loss: 456.8171 - 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[===>..........................] - ETA: 9:41 - loss: 456.8826 - logits_profile_predictions_loss: 452.1215 - logcount_predictions_loss: 0.7439 375/2279 [===>..........................] - ETA: 9:41 - loss: 456.8917 - logits_profile_predictions_loss: 452.1303 - logcount_predictions_loss: 0.7440 376/2279 [===>..........................] - ETA: 9:40 - loss: 456.9012 - logits_profile_predictions_loss: 452.1395 - logcount_predictions_loss: 0.7440 377/2279 [===>..........................] - ETA: 9:40 - loss: 456.9106 - logits_profile_predictions_loss: 452.1486 - logcount_predictions_loss: 0.7440 378/2279 [===>..........................] - ETA: 9:40 - loss: 456.9203 - logits_profile_predictions_loss: 452.1580 - logcount_predictions_loss: 0.7441 379/2279 [===>..........................] - ETA: 9:39 - loss: 456.9295 - logits_profile_predictions_loss: 452.1669 - logcount_predictions_loss: 0.7441 380/2279 [====>.........................] - ETA: 9:39 - loss: 456.9390 - 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[=====>........................] - ETA: 9:13 - loss: 457.7606 - logits_profile_predictions_loss: 452.9706 - logcount_predictions_loss: 0.7484 466/2279 [=====>........................] - ETA: 9:13 - loss: 457.7699 - logits_profile_predictions_loss: 452.9795 - logcount_predictions_loss: 0.7485 467/2279 [=====>........................] - ETA: 9:13 - loss: 457.7792 - logits_profile_predictions_loss: 452.9884 - logcount_predictions_loss: 0.7485 468/2279 [=====>........................] - ETA: 9:12 - loss: 457.7883 - logits_profile_predictions_loss: 452.9972 - logcount_predictions_loss: 0.7486 469/2279 [=====>........................] - ETA: 9:12 - loss: 457.7973 - logits_profile_predictions_loss: 453.0057 - logcount_predictions_loss: 0.7487 470/2279 [=====>........................] - ETA: 9:12 - loss: 457.8062 - logits_profile_predictions_loss: 453.0142 - logcount_predictions_loss: 0.7487 471/2279 [=====>........................] - ETA: 9:11 - loss: 457.8146 - 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[=====>........................] - ETA: 9:05 - loss: 457.9931 - logits_profile_predictions_loss: 453.1935 - logcount_predictions_loss: 0.7499 492/2279 [=====>........................] - ETA: 9:05 - loss: 458.0024 - logits_profile_predictions_loss: 453.2024 - logcount_predictions_loss: 0.7500 493/2279 [=====>........................] - ETA: 9:05 - loss: 458.0112 - logits_profile_predictions_loss: 453.2108 - logcount_predictions_loss: 0.7500 494/2279 [=====>........................] - ETA: 9:04 - loss: 458.0199 - logits_profile_predictions_loss: 453.2192 - logcount_predictions_loss: 0.7501 495/2279 [=====>........................] - ETA: 9:04 - loss: 458.0286 - logits_profile_predictions_loss: 453.2275 - logcount_predictions_loss: 0.7501 496/2279 [=====>........................] - ETA: 9:04 - loss: 458.0374 - logits_profile_predictions_loss: 453.2359 - logcount_predictions_loss: 0.7502 497/2279 [=====>........................] - ETA: 9:04 - loss: 458.0467 - 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[=====>........................] - ETA: 9:01 - loss: 458.1078 - logits_profile_predictions_loss: 453.3036 - logcount_predictions_loss: 0.7506 505/2279 [=====>........................] - ETA: 9:01 - loss: 458.1158 - logits_profile_predictions_loss: 453.3112 - logcount_predictions_loss: 0.7507 506/2279 [=====>........................] - ETA: 9:01 - loss: 458.1237 - logits_profile_predictions_loss: 453.3188 - logcount_predictions_loss: 0.7507 507/2279 [=====>........................] - ETA: 9:01 - loss: 458.1320 - logits_profile_predictions_loss: 453.3268 - logcount_predictions_loss: 0.7508 508/2279 [=====>........................] - ETA: 9:00 - loss: 458.1404 - logits_profile_predictions_loss: 453.3348 - logcount_predictions_loss: 0.7508 509/2279 [=====>........................] - ETA: 9:00 - loss: 458.1486 - logits_profile_predictions_loss: 453.3427 - logcount_predictions_loss: 0.7509 510/2279 [=====>........................] - ETA: 9:00 - loss: 458.1567 - 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[============================>.] - ETA: 14s - loss: 462.6943 - logits_profile_predictions_loss: 457.7554 - logcount_predictions_loss: 0.7717 2234/2279 [============================>.] - ETA: 13s - loss: 462.6943 - logits_profile_predictions_loss: 457.7555 - logcount_predictions_loss: 0.7717 2235/2279 [============================>.] - ETA: 13s - loss: 462.6943 - logits_profile_predictions_loss: 457.7555 - logcount_predictions_loss: 0.7717 2236/2279 [============================>.] - ETA: 13s - loss: 462.6943 - logits_profile_predictions_loss: 457.7555 - logcount_predictions_loss: 0.7717 2237/2279 [============================>.] - ETA: 12s - loss: 462.6943 - logits_profile_predictions_loss: 457.7554 - logcount_predictions_loss: 0.7717 2238/2279 [============================>.] - ETA: 12s - loss: 462.6942 - logits_profile_predictions_loss: 457.7554 - logcount_predictions_loss: 0.7717 2239/2279 [============================>.] - ETA: 12s - loss: 462.6941 - 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[============================>.] - ETA: 10s - loss: 462.6938 - logits_profile_predictions_loss: 457.7550 - logcount_predictions_loss: 0.7716 2247/2279 [============================>.] - ETA: 9s - loss: 462.6938 - logits_profile_predictions_loss: 457.7550 - logcount_predictions_loss: 0.7716  2248/2279 [============================>.] - ETA: 9s - loss: 462.6937 - logits_profile_predictions_loss: 457.7549 - logcount_predictions_loss: 0.7716 2249/2279 [============================>.] - ETA: 9s - loss: 462.6937 - logits_profile_predictions_loss: 457.7549 - logcount_predictions_loss: 0.7716 2250/2279 [============================>.] - ETA: 8s - loss: 462.6936 - logits_profile_predictions_loss: 457.7548 - logcount_predictions_loss: 0.7716 2251/2279 [============================>.] - ETA: 8s - loss: 462.6936 - logits_profile_predictions_loss: 457.7548 - logcount_predictions_loss: 0.7716 2252/2279 [============================>.] - ETA: 8s - loss: 462.6935 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 462.6923 - logits_profile_predictions_loss: 457.7536 - logcount_predictions_loss: 0.7716 2279/2279 [==============================] - 725s 318ms/step - loss: 462.6923 - logits_profile_predictions_loss: 457.7536 - logcount_predictions_loss: 0.7716 - val_loss: 467.7921 - val_logits_profile_predictions_loss: 463.5664 - val_logcount_predictions_loss: 0.6603 Epoch 00005: val_loss improved from 469.01434 to 467.79208, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 6/50 1/2279 [..............................] - ETA: 12:10 - loss: 402.2968 - logits_profile_predictions_loss: 397.8187 - logcount_predictions_loss: 0.6997 2/2279 [..............................] - ETA: 11:29 - loss: 434.8487 - logits_profile_predictions_loss: 430.0448 - logcount_predictions_loss: 0.7506 3/2279 [..............................] - ETA: 11:28 - loss: 447.6385 - logits_profile_predictions_loss: 442.8189 - logcount_predictions_loss: 0.7531 4/2279 [..............................] - ETA: 11:29 - loss: 456.3364 - logits_profile_predictions_loss: 451.5474 - logcount_predictions_loss: 0.7483 5/2279 [..............................] - ETA: 11:29 - loss: 461.4033 - logits_profile_predictions_loss: 456.6602 - logcount_predictions_loss: 0.7411 6/2279 [..............................] - ETA: 11:29 - loss: 464.8118 - logits_profile_predictions_loss: 460.1058 - logcount_predictions_loss: 0.7353 7/2279 [..............................] - ETA: 11:28 - loss: 465.5527 - logits_profile_predictions_loss: 460.9030 - logcount_predictions_loss: 0.7265 8/2279 [..............................] - ETA: 11:28 - loss: 466.1687 - logits_profile_predictions_loss: 461.5571 - logcount_predictions_loss: 0.7206 9/2279 [..............................] - ETA: 11:28 - loss: 464.6066 - logits_profile_predictions_loss: 460.0378 - logcount_predictions_loss: 0.7139 10/2279 [..............................] - ETA: 11:28 - loss: 462.3199 - logits_profile_predictions_loss: 457.7880 - logcount_predictions_loss: 0.7081 11/2279 [..............................] - ETA: 11:27 - loss: 461.7936 - logits_profile_predictions_loss: 457.2853 - logcount_predictions_loss: 0.7044 12/2279 [..............................] - ETA: 11:27 - loss: 461.3347 - logits_profile_predictions_loss: 456.8292 - logcount_predictions_loss: 0.7040 13/2279 [..............................] - ETA: 11:27 - loss: 460.8145 - logits_profile_predictions_loss: 456.3149 - logcount_predictions_loss: 0.7031 14/2279 [..............................] - ETA: 11:27 - loss: 460.4870 - logits_profile_predictions_loss: 455.9860 - logcount_predictions_loss: 0.7033 15/2279 [..............................] - ETA: 11:27 - loss: 460.4980 - logits_profile_predictions_loss: 455.9981 - logcount_predictions_loss: 0.7031 16/2279 [..............................] - ETA: 11:26 - loss: 460.6958 - 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[..............................] - ETA: 11:24 - loss: 460.6377 - logits_profile_predictions_loss: 456.1455 - logcount_predictions_loss: 0.7019 24/2279 [..............................] - ETA: 11:24 - loss: 460.2572 - logits_profile_predictions_loss: 455.7700 - logcount_predictions_loss: 0.7011 25/2279 [..............................] - ETA: 11:24 - loss: 460.1454 - logits_profile_predictions_loss: 455.6627 - logcount_predictions_loss: 0.7004 26/2279 [..............................] - ETA: 11:23 - loss: 460.1127 - logits_profile_predictions_loss: 455.6344 - logcount_predictions_loss: 0.6997 27/2279 [..............................] - ETA: 11:23 - loss: 460.1973 - logits_profile_predictions_loss: 455.7217 - logcount_predictions_loss: 0.6993 28/2279 [..............................] - ETA: 11:23 - loss: 460.2517 - logits_profile_predictions_loss: 455.7802 - logcount_predictions_loss: 0.6987 29/2279 [..............................] - ETA: 11:23 - loss: 460.3409 - 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[..............................] - ETA: 11:21 - loss: 459.9979 - logits_profile_predictions_loss: 455.5447 - logcount_predictions_loss: 0.6958 37/2279 [..............................] - ETA: 11:20 - loss: 459.8794 - logits_profile_predictions_loss: 455.4272 - logcount_predictions_loss: 0.6957 38/2279 [..............................] - ETA: 11:20 - loss: 459.6739 - logits_profile_predictions_loss: 455.2232 - logcount_predictions_loss: 0.6954 39/2279 [..............................] - ETA: 11:20 - loss: 459.4466 - logits_profile_predictions_loss: 454.9980 - logcount_predictions_loss: 0.6951 40/2279 [..............................] - ETA: 11:19 - loss: 459.2493 - logits_profile_predictions_loss: 454.8024 - logcount_predictions_loss: 0.6948 41/2279 [..............................] - ETA: 11:19 - loss: 459.0661 - logits_profile_predictions_loss: 454.6199 - logcount_predictions_loss: 0.6947 42/2279 [..............................] - ETA: 11:19 - loss: 458.9332 - 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[==============================] - ETA: 0s - loss: 457.3375 - logits_profile_predictions_loss: 452.6920 - logcount_predictions_loss: 0.7259 2279/2279 [==============================] - 725s 318ms/step - loss: 457.3372 - logits_profile_predictions_loss: 452.6917 - logcount_predictions_loss: 0.7259 - val_loss: 464.6575 - val_logits_profile_predictions_loss: 460.6103 - val_logcount_predictions_loss: 0.6324 Epoch 00006: val_loss improved from 467.79208 to 464.65750, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 7/50 1/2279 [..............................] - ETA: 11:52 - loss: 389.9637 - logits_profile_predictions_loss: 386.0822 - logcount_predictions_loss: 0.6065 2/2279 [..............................] - ETA: 11:29 - loss: 407.8500 - logits_profile_predictions_loss: 403.5861 - logcount_predictions_loss: 0.6662 3/2279 [..............................] - ETA: 11:29 - loss: 416.0306 - 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[..............................] - ETA: 11:28 - loss: 451.9122 - logits_profile_predictions_loss: 447.7158 - logcount_predictions_loss: 0.6557 11/2279 [..............................] - ETA: 11:27 - loss: 452.6932 - logits_profile_predictions_loss: 448.4842 - logcount_predictions_loss: 0.6577 12/2279 [..............................] - ETA: 11:27 - loss: 452.4947 - logits_profile_predictions_loss: 448.2755 - logcount_predictions_loss: 0.6593 13/2279 [..............................] - ETA: 11:27 - loss: 452.0429 - logits_profile_predictions_loss: 447.8090 - logcount_predictions_loss: 0.6615 14/2279 [..............................] - ETA: 11:27 - loss: 451.6431 - logits_profile_predictions_loss: 447.3887 - logcount_predictions_loss: 0.6647 15/2279 [..............................] - ETA: 11:26 - loss: 450.8274 - logits_profile_predictions_loss: 446.5540 - logcount_predictions_loss: 0.6677 16/2279 [..............................] - ETA: 11:26 - loss: 450.3398 - 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[..............................] - ETA: 11:24 - loss: 446.7254 - logits_profile_predictions_loss: 442.3285 - logcount_predictions_loss: 0.6870 24/2279 [..............................] - ETA: 11:24 - loss: 446.6224 - logits_profile_predictions_loss: 442.2139 - logcount_predictions_loss: 0.6888 25/2279 [..............................] - ETA: 11:24 - loss: 446.6326 - logits_profile_predictions_loss: 442.2128 - logcount_predictions_loss: 0.6906 26/2279 [..............................] - ETA: 11:24 - loss: 446.5891 - logits_profile_predictions_loss: 442.1580 - logcount_predictions_loss: 0.6924 27/2279 [..............................] - ETA: 11:23 - loss: 446.5371 - logits_profile_predictions_loss: 442.0944 - logcount_predictions_loss: 0.6942 28/2279 [..............................] - ETA: 11:23 - loss: 446.3851 - logits_profile_predictions_loss: 441.9309 - logcount_predictions_loss: 0.6960 29/2279 [..............................] - ETA: 11:23 - loss: 446.1836 - 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[..............................] - ETA: 11:21 - loss: 445.9737 - logits_profile_predictions_loss: 441.4706 - logcount_predictions_loss: 0.7036 37/2279 [..............................] - ETA: 11:21 - loss: 445.9784 - logits_profile_predictions_loss: 441.4705 - logcount_predictions_loss: 0.7044 38/2279 [..............................] - ETA: 11:20 - loss: 445.9761 - logits_profile_predictions_loss: 441.4643 - logcount_predictions_loss: 0.7050 39/2279 [..............................] - ETA: 11:20 - loss: 445.9766 - logits_profile_predictions_loss: 441.4613 - logcount_predictions_loss: 0.7055 40/2279 [..............................] - ETA: 11:20 - loss: 445.9782 - logits_profile_predictions_loss: 441.4602 - logcount_predictions_loss: 0.7059 41/2279 [..............................] - ETA: 11:19 - loss: 446.0160 - logits_profile_predictions_loss: 441.4960 - logcount_predictions_loss: 0.7062 42/2279 [..............................] - ETA: 11:19 - loss: 446.0983 - 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[..............................] - ETA: 11:17 - loss: 445.8035 - logits_profile_predictions_loss: 441.2730 - logcount_predictions_loss: 0.7079 50/2279 [..............................] - ETA: 11:17 - loss: 445.7557 - logits_profile_predictions_loss: 441.2234 - logcount_predictions_loss: 0.7082 51/2279 [..............................] - ETA: 11:17 - loss: 445.6589 - logits_profile_predictions_loss: 441.1252 - logcount_predictions_loss: 0.7084 52/2279 [..............................] - ETA: 11:16 - loss: 445.5894 - logits_profile_predictions_loss: 441.0547 - logcount_predictions_loss: 0.7086 53/2279 [..............................] - ETA: 11:16 - loss: 445.5148 - logits_profile_predictions_loss: 440.9790 - logcount_predictions_loss: 0.7087 54/2279 [..............................] - ETA: 11:16 - loss: 445.4535 - logits_profile_predictions_loss: 440.9165 - logcount_predictions_loss: 0.7089 55/2279 [..............................] - ETA: 11:15 - loss: 445.4056 - 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[..............................] - ETA: 11:13 - loss: 445.3281 - logits_profile_predictions_loss: 440.7831 - logcount_predictions_loss: 0.7102 63/2279 [..............................] - ETA: 11:13 - loss: 445.3671 - logits_profile_predictions_loss: 440.8218 - logcount_predictions_loss: 0.7102 64/2279 [..............................] - ETA: 11:13 - loss: 445.3940 - logits_profile_predictions_loss: 440.8484 - logcount_predictions_loss: 0.7102 65/2279 [..............................] - ETA: 11:13 - loss: 445.4166 - logits_profile_predictions_loss: 440.8709 - logcount_predictions_loss: 0.7103 66/2279 [..............................] - ETA: 11:12 - loss: 445.4412 - logits_profile_predictions_loss: 440.8954 - logcount_predictions_loss: 0.7103 67/2279 [..............................] - ETA: 11:12 - loss: 445.4928 - logits_profile_predictions_loss: 440.9467 - logcount_predictions_loss: 0.7103 68/2279 [..............................] - ETA: 11:12 - loss: 445.5472 - 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[..............................] - ETA: 11:10 - loss: 446.0784 - logits_profile_predictions_loss: 441.5318 - logcount_predictions_loss: 0.7104 76/2279 [>.............................] - ETA: 11:09 - loss: 446.1356 - logits_profile_predictions_loss: 441.5888 - logcount_predictions_loss: 0.7104 77/2279 [>.............................] - ETA: 11:09 - loss: 446.2108 - logits_profile_predictions_loss: 441.6638 - logcount_predictions_loss: 0.7105 78/2279 [>.............................] - ETA: 11:09 - loss: 446.2962 - logits_profile_predictions_loss: 441.7488 - logcount_predictions_loss: 0.7105 79/2279 [>.............................] - ETA: 11:09 - loss: 446.3794 - logits_profile_predictions_loss: 441.8315 - logcount_predictions_loss: 0.7106 80/2279 [>.............................] - ETA: 11:08 - loss: 446.4409 - logits_profile_predictions_loss: 441.8927 - logcount_predictions_loss: 0.7107 81/2279 [>.............................] - ETA: 11:08 - loss: 446.5028 - 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[>.............................] - ETA: 11:06 - loss: 446.9951 - logits_profile_predictions_loss: 442.4450 - logcount_predictions_loss: 0.7110 89/2279 [>.............................] - ETA: 11:06 - loss: 447.0651 - logits_profile_predictions_loss: 442.5145 - logcount_predictions_loss: 0.7110 90/2279 [>.............................] - ETA: 11:05 - loss: 447.1365 - logits_profile_predictions_loss: 442.5854 - logcount_predictions_loss: 0.7111 91/2279 [>.............................] - ETA: 11:05 - loss: 447.2064 - logits_profile_predictions_loss: 442.6547 - logcount_predictions_loss: 0.7112 92/2279 [>.............................] - ETA: 11:05 - loss: 447.2784 - logits_profile_predictions_loss: 442.7261 - logcount_predictions_loss: 0.7113 93/2279 [>.............................] - ETA: 11:04 - loss: 447.3463 - logits_profile_predictions_loss: 442.7935 - logcount_predictions_loss: 0.7114 94/2279 [>.............................] - ETA: 11:04 - loss: 447.4004 - 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[>.............................] - ETA: 11:02 - loss: 447.7002 - logits_profile_predictions_loss: 443.1448 - logcount_predictions_loss: 0.7118 102/2279 [>.............................] - ETA: 11:02 - loss: 447.7350 - logits_profile_predictions_loss: 443.1796 - logcount_predictions_loss: 0.7118 103/2279 [>.............................] - ETA: 11:02 - loss: 447.7590 - logits_profile_predictions_loss: 443.2036 - logcount_predictions_loss: 0.7118 104/2279 [>.............................] - ETA: 11:01 - loss: 447.7779 - logits_profile_predictions_loss: 443.2226 - logcount_predictions_loss: 0.7118 105/2279 [>.............................] - ETA: 11:01 - loss: 447.7960 - logits_profile_predictions_loss: 443.2410 - logcount_predictions_loss: 0.7117 106/2279 [>.............................] - ETA: 11:01 - loss: 447.8087 - logits_profile_predictions_loss: 443.2538 - logcount_predictions_loss: 0.7117 107/2279 [>.............................] - ETA: 11:01 - loss: 447.8293 - 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[>.............................] - ETA: 10:58 - loss: 447.9021 - logits_profile_predictions_loss: 443.3490 - logcount_predictions_loss: 0.7114 115/2279 [>.............................] - ETA: 10:58 - loss: 447.9014 - logits_profile_predictions_loss: 443.3486 - logcount_predictions_loss: 0.7114 116/2279 [>.............................] - ETA: 10:58 - loss: 447.9000 - logits_profile_predictions_loss: 443.3477 - logcount_predictions_loss: 0.7113 117/2279 [>.............................] - ETA: 10:58 - loss: 447.9066 - logits_profile_predictions_loss: 443.3547 - logcount_predictions_loss: 0.7112 118/2279 [>.............................] - ETA: 10:57 - loss: 447.9140 - logits_profile_predictions_loss: 443.3626 - logcount_predictions_loss: 0.7112 119/2279 [>.............................] - ETA: 10:57 - loss: 447.9194 - logits_profile_predictions_loss: 443.3683 - logcount_predictions_loss: 0.7111 120/2279 [>.............................] - ETA: 10:57 - loss: 447.9324 - 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[====>.........................] - ETA: 9:33 - loss: 449.7278 - logits_profile_predictions_loss: 445.2328 - logcount_predictions_loss: 0.7023 401/2279 [====>.........................] - ETA: 9:32 - loss: 449.7288 - logits_profile_predictions_loss: 445.2340 - logcount_predictions_loss: 0.7023 402/2279 [====>.........................] - ETA: 9:32 - loss: 449.7295 - logits_profile_predictions_loss: 445.2349 - logcount_predictions_loss: 0.7023 403/2279 [====>.........................] - ETA: 9:32 - loss: 449.7304 - logits_profile_predictions_loss: 445.2359 - logcount_predictions_loss: 0.7023 404/2279 [====>.........................] - ETA: 9:31 - loss: 449.7311 - logits_profile_predictions_loss: 445.2368 - logcount_predictions_loss: 0.7022 405/2279 [====>.........................] - ETA: 9:31 - loss: 449.7327 - logits_profile_predictions_loss: 445.2386 - logcount_predictions_loss: 0.7022 406/2279 [====>.........................] - ETA: 9:31 - loss: 449.7350 - 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[============================>.] - ETA: 18s - loss: 451.2779 - logits_profile_predictions_loss: 446.8256 - logcount_predictions_loss: 0.6957 2221/2279 [============================>.] - ETA: 17s - loss: 451.2784 - logits_profile_predictions_loss: 446.8261 - logcount_predictions_loss: 0.6957 2222/2279 [============================>.] - ETA: 17s - loss: 451.2790 - logits_profile_predictions_loss: 446.8266 - logcount_predictions_loss: 0.6957 2223/2279 [============================>.] - ETA: 17s - loss: 451.2795 - logits_profile_predictions_loss: 446.8271 - logcount_predictions_loss: 0.6957 2224/2279 [============================>.] - ETA: 16s - loss: 451.2800 - logits_profile_predictions_loss: 446.8276 - logcount_predictions_loss: 0.6957 2225/2279 [============================>.] - ETA: 16s - loss: 451.2805 - logits_profile_predictions_loss: 446.8281 - logcount_predictions_loss: 0.6957 2226/2279 [============================>.] - ETA: 16s - loss: 451.2810 - logits_profile_predictions_loss: 446.8287 - logcount_predictions_loss: 0.6957 2227/2279 [============================>.] - ETA: 15s - loss: 451.2815 - logits_profile_predictions_loss: 446.8292 - logcount_predictions_loss: 0.6957 2228/2279 [============================>.] - ETA: 15s - loss: 451.2821 - logits_profile_predictions_loss: 446.8297 - logcount_predictions_loss: 0.6957 2229/2279 [============================>.] - ETA: 15s - loss: 451.2826 - logits_profile_predictions_loss: 446.8302 - logcount_predictions_loss: 0.6957 2230/2279 [============================>.] - ETA: 14s - loss: 451.2831 - logits_profile_predictions_loss: 446.8307 - logcount_predictions_loss: 0.6957 2231/2279 [============================>.] - ETA: 14s - loss: 451.2836 - logits_profile_predictions_loss: 446.8312 - logcount_predictions_loss: 0.6957 2232/2279 [============================>.] - ETA: 14s - loss: 451.2841 - logits_profile_predictions_loss: 446.8317 - logcount_predictions_loss: 0.6957 2233/2279 [============================>.] - ETA: 14s - loss: 451.2846 - logits_profile_predictions_loss: 446.8322 - logcount_predictions_loss: 0.6957 2234/2279 [============================>.] - ETA: 13s - loss: 451.2851 - logits_profile_predictions_loss: 446.8327 - logcount_predictions_loss: 0.6957 2235/2279 [============================>.] - ETA: 13s - loss: 451.2855 - logits_profile_predictions_loss: 446.8331 - logcount_predictions_loss: 0.6957 2236/2279 [============================>.] - ETA: 13s - loss: 451.2860 - logits_profile_predictions_loss: 446.8335 - logcount_predictions_loss: 0.6957 2237/2279 [============================>.] - ETA: 12s - loss: 451.2864 - logits_profile_predictions_loss: 446.8339 - logcount_predictions_loss: 0.6957 2238/2279 [============================>.] - ETA: 12s - loss: 451.2868 - logits_profile_predictions_loss: 446.8344 - logcount_predictions_loss: 0.6957 2239/2279 [============================>.] - ETA: 12s - loss: 451.2873 - logits_profile_predictions_loss: 446.8348 - logcount_predictions_loss: 0.6957 2240/2279 [============================>.] - ETA: 11s - loss: 451.2877 - logits_profile_predictions_loss: 446.8352 - logcount_predictions_loss: 0.6957 2241/2279 [============================>.] - ETA: 11s - loss: 451.2881 - logits_profile_predictions_loss: 446.8357 - logcount_predictions_loss: 0.6957 2242/2279 [============================>.] - ETA: 11s - loss: 451.2887 - logits_profile_predictions_loss: 446.8362 - logcount_predictions_loss: 0.6957 2243/2279 [============================>.] - ETA: 10s - loss: 451.2892 - logits_profile_predictions_loss: 446.8367 - logcount_predictions_loss: 0.6957 2244/2279 [============================>.] - ETA: 10s - loss: 451.2897 - logits_profile_predictions_loss: 446.8372 - logcount_predictions_loss: 0.6957 2245/2279 [============================>.] - ETA: 10s - loss: 451.2902 - logits_profile_predictions_loss: 446.8377 - logcount_predictions_loss: 0.6957 2246/2279 [============================>.] - ETA: 10s - loss: 451.2906 - logits_profile_predictions_loss: 446.8381 - logcount_predictions_loss: 0.6957 2247/2279 [============================>.] - ETA: 9s - loss: 451.2911 - logits_profile_predictions_loss: 446.8386 - logcount_predictions_loss: 0.6957  2248/2279 [============================>.] - ETA: 9s - loss: 451.2916 - logits_profile_predictions_loss: 446.8391 - logcount_predictions_loss: 0.6957 2249/2279 [============================>.] - ETA: 9s - loss: 451.2921 - logits_profile_predictions_loss: 446.8396 - logcount_predictions_loss: 0.6957 2250/2279 [============================>.] - ETA: 8s - loss: 451.2927 - logits_profile_predictions_loss: 446.8401 - logcount_predictions_loss: 0.6957 2251/2279 [============================>.] - ETA: 8s - loss: 451.2932 - logits_profile_predictions_loss: 446.8407 - logcount_predictions_loss: 0.6957 2252/2279 [============================>.] - ETA: 8s - loss: 451.2938 - logits_profile_predictions_loss: 446.8412 - logcount_predictions_loss: 0.6957 2253/2279 [============================>.] - ETA: 7s - loss: 451.2943 - logits_profile_predictions_loss: 446.8418 - logcount_predictions_loss: 0.6957 2254/2279 [============================>.] - ETA: 7s - loss: 451.2950 - logits_profile_predictions_loss: 446.8424 - logcount_predictions_loss: 0.6957 2255/2279 [============================>.] - ETA: 7s - loss: 451.2956 - logits_profile_predictions_loss: 446.8430 - logcount_predictions_loss: 0.6957 2256/2279 [============================>.] - ETA: 7s - loss: 451.2962 - logits_profile_predictions_loss: 446.8436 - logcount_predictions_loss: 0.6958 2257/2279 [============================>.] - ETA: 6s - loss: 451.2968 - logits_profile_predictions_loss: 446.8442 - logcount_predictions_loss: 0.6958 2258/2279 [============================>.] - ETA: 6s - loss: 451.2974 - logits_profile_predictions_loss: 446.8448 - logcount_predictions_loss: 0.6958 2259/2279 [============================>.] - ETA: 6s - loss: 451.2980 - logits_profile_predictions_loss: 446.8454 - logcount_predictions_loss: 0.6958 2260/2279 [============================>.] - ETA: 5s - loss: 451.2986 - logits_profile_predictions_loss: 446.8460 - logcount_predictions_loss: 0.6958 2261/2279 [============================>.] - ETA: 5s - loss: 451.2993 - logits_profile_predictions_loss: 446.8466 - logcount_predictions_loss: 0.6958 2262/2279 [============================>.] - ETA: 5s - loss: 451.2999 - logits_profile_predictions_loss: 446.8472 - logcount_predictions_loss: 0.6958 2263/2279 [============================>.] - ETA: 4s - loss: 451.3005 - logits_profile_predictions_loss: 446.8478 - logcount_predictions_loss: 0.6958 2264/2279 [============================>.] - ETA: 4s - loss: 451.3011 - logits_profile_predictions_loss: 446.8484 - logcount_predictions_loss: 0.6958 2265/2279 [============================>.] - ETA: 4s - loss: 451.3018 - logits_profile_predictions_loss: 446.8491 - logcount_predictions_loss: 0.6958 2266/2279 [============================>.] - ETA: 3s - loss: 451.3024 - logits_profile_predictions_loss: 446.8497 - logcount_predictions_loss: 0.6958 2267/2279 [============================>.] - ETA: 3s - loss: 451.3031 - logits_profile_predictions_loss: 446.8504 - logcount_predictions_loss: 0.6958 2268/2279 [============================>.] - ETA: 3s - loss: 451.3037 - logits_profile_predictions_loss: 446.8510 - logcount_predictions_loss: 0.6958 2269/2279 [============================>.] - ETA: 3s - loss: 451.3044 - logits_profile_predictions_loss: 446.8517 - logcount_predictions_loss: 0.6958 2270/2279 [============================>.] - ETA: 2s - loss: 451.3050 - logits_profile_predictions_loss: 446.8523 - logcount_predictions_loss: 0.6958 2271/2279 [============================>.] - ETA: 2s - loss: 451.3057 - logits_profile_predictions_loss: 446.8530 - logcount_predictions_loss: 0.6958 2272/2279 [============================>.] - ETA: 2s - loss: 451.3064 - logits_profile_predictions_loss: 446.8536 - logcount_predictions_loss: 0.6958 2273/2279 [============================>.] - ETA: 1s - loss: 451.3070 - logits_profile_predictions_loss: 446.8543 - logcount_predictions_loss: 0.6958 2274/2279 [============================>.] - ETA: 1s - loss: 451.3077 - logits_profile_predictions_loss: 446.8550 - logcount_predictions_loss: 0.6958 2275/2279 [============================>.] - ETA: 1s - loss: 451.3084 - logits_profile_predictions_loss: 446.8556 - logcount_predictions_loss: 0.6958 2276/2279 [============================>.] - ETA: 0s - loss: 451.3091 - logits_profile_predictions_loss: 446.8564 - logcount_predictions_loss: 0.6958 2277/2279 [============================>.] - ETA: 0s - loss: 451.3098 - logits_profile_predictions_loss: 446.8571 - logcount_predictions_loss: 0.6958 2278/2279 [============================>.] - ETA: 0s - loss: 451.3105 - logits_profile_predictions_loss: 446.8577 - logcount_predictions_loss: 0.6958 2279/2279 [==============================] - ETA: 0s - loss: 451.3112 - logits_profile_predictions_loss: 446.8584 - logcount_predictions_loss: 0.6958 2279/2279 [==============================] - 725s 318ms/step - loss: 451.3120 - logits_profile_predictions_loss: 446.8591 - logcount_predictions_loss: 0.6958 - val_loss: 465.4449 - val_logits_profile_predictions_loss: 461.3809 - val_logcount_predictions_loss: 0.6350 Epoch 00007: val_loss did not improve from 464.65750 Epoch 8/50 1/2279 [..............................] - ETA: 11:57 - loss: 458.8374 - logits_profile_predictions_loss: 453.4513 - logcount_predictions_loss: 0.8416 2/2279 [..............................] - ETA: 11:29 - loss: 431.3977 - logits_profile_predictions_loss: 426.2558 - logcount_predictions_loss: 0.8034 3/2279 [..............................] - ETA: 11:29 - loss: 424.1687 - logits_profile_predictions_loss: 419.1917 - logcount_predictions_loss: 0.7777 4/2279 [..............................] - ETA: 11:30 - loss: 424.8061 - logits_profile_predictions_loss: 419.8636 - logcount_predictions_loss: 0.7723 5/2279 [..............................] - ETA: 11:30 - loss: 426.7114 - logits_profile_predictions_loss: 421.7729 - logcount_predictions_loss: 0.7716 6/2279 [..............................] - ETA: 11:29 - loss: 427.3852 - logits_profile_predictions_loss: 422.4835 - logcount_predictions_loss: 0.7659 7/2279 [..............................] - ETA: 11:29 - loss: 429.6880 - logits_profile_predictions_loss: 424.8194 - logcount_predictions_loss: 0.7607 8/2279 [..............................] - ETA: 11:29 - loss: 434.1321 - logits_profile_predictions_loss: 429.2863 - logcount_predictions_loss: 0.7572 9/2279 [..............................] - ETA: 11:29 - loss: 436.2961 - logits_profile_predictions_loss: 431.4850 - logcount_predictions_loss: 0.7517 10/2279 [..............................] - ETA: 11:28 - loss: 438.9650 - logits_profile_predictions_loss: 434.1719 - logcount_predictions_loss: 0.7489 11/2279 [..............................] - ETA: 11:28 - loss: 440.9072 - logits_profile_predictions_loss: 436.1321 - logcount_predictions_loss: 0.7461 12/2279 [..............................] - ETA: 11:28 - loss: 442.8760 - logits_profile_predictions_loss: 438.1211 - logcount_predictions_loss: 0.7429 13/2279 [..............................] - ETA: 11:27 - loss: 443.8033 - logits_profile_predictions_loss: 439.0711 - logcount_predictions_loss: 0.7394 14/2279 [..............................] - ETA: 11:27 - loss: 445.0595 - logits_profile_predictions_loss: 440.3509 - logcount_predictions_loss: 0.7357 15/2279 [..............................] - ETA: 11:27 - loss: 445.8321 - logits_profile_predictions_loss: 441.1473 - logcount_predictions_loss: 0.7320 16/2279 [..............................] - ETA: 11:27 - loss: 446.4156 - logits_profile_predictions_loss: 441.7564 - logcount_predictions_loss: 0.7280 17/2279 [..............................] - ETA: 11:27 - loss: 446.7875 - logits_profile_predictions_loss: 442.1553 - logcount_predictions_loss: 0.7238 18/2279 [..............................] - ETA: 11:26 - loss: 447.1197 - logits_profile_predictions_loss: 442.5138 - logcount_predictions_loss: 0.7197 19/2279 [..............................] - ETA: 11:26 - loss: 447.3833 - logits_profile_predictions_loss: 442.8021 - logcount_predictions_loss: 0.7158 20/2279 [..............................] - ETA: 11:26 - loss: 447.9830 - logits_profile_predictions_loss: 443.4166 - logcount_predictions_loss: 0.7135 21/2279 [..............................] - ETA: 11:25 - loss: 448.6693 - logits_profile_predictions_loss: 444.1172 - logcount_predictions_loss: 0.7113 22/2279 [..............................] - ETA: 11:25 - loss: 449.1586 - logits_profile_predictions_loss: 444.6189 - logcount_predictions_loss: 0.7093 23/2279 [..............................] - ETA: 11:25 - loss: 449.7283 - logits_profile_predictions_loss: 445.1972 - logcount_predictions_loss: 0.7080 24/2279 [..............................] - ETA: 11:25 - loss: 450.1523 - logits_profile_predictions_loss: 445.6297 - logcount_predictions_loss: 0.7067 25/2279 [..............................] - ETA: 11:24 - loss: 450.7653 - logits_profile_predictions_loss: 446.2450 - logcount_predictions_loss: 0.7063 26/2279 [..............................] - ETA: 11:24 - loss: 451.5840 - logits_profile_predictions_loss: 447.0663 - logcount_predictions_loss: 0.7059 27/2279 [..............................] - ETA: 11:24 - loss: 452.4574 - logits_profile_predictions_loss: 447.9420 - logcount_predictions_loss: 0.7055 28/2279 [..............................] - ETA: 11:24 - loss: 453.2723 - logits_profile_predictions_loss: 448.7595 - logcount_predictions_loss: 0.7051 29/2279 [..............................] - ETA: 11:23 - loss: 453.9287 - logits_profile_predictions_loss: 449.4183 - logcount_predictions_loss: 0.7047 30/2279 [..............................] - ETA: 11:23 - loss: 454.4829 - logits_profile_predictions_loss: 449.9740 - logcount_predictions_loss: 0.7045 31/2279 [..............................] - ETA: 11:23 - loss: 454.9120 - logits_profile_predictions_loss: 450.4049 - logcount_predictions_loss: 0.7042 32/2279 [..............................] - ETA: 11:22 - loss: 455.3790 - logits_profile_predictions_loss: 450.8730 - logcount_predictions_loss: 0.7041 33/2279 [..............................] - ETA: 11:22 - loss: 455.8778 - logits_profile_predictions_loss: 451.3725 - logcount_predictions_loss: 0.7039 34/2279 [..............................] - ETA: 11:22 - loss: 456.2684 - logits_profile_predictions_loss: 451.7643 - logcount_predictions_loss: 0.7037 35/2279 [..............................] - ETA: 11:22 - loss: 456.5627 - logits_profile_predictions_loss: 452.0615 - logcount_predictions_loss: 0.7033 36/2279 [..............................] - ETA: 11:21 - loss: 457.0368 - logits_profile_predictions_loss: 452.5376 - logcount_predictions_loss: 0.7030 37/2279 [..............................] - ETA: 11:21 - loss: 457.4926 - logits_profile_predictions_loss: 452.9948 - logcount_predictions_loss: 0.7028 38/2279 [..............................] - ETA: 11:21 - loss: 457.9441 - logits_profile_predictions_loss: 453.4483 - logcount_predictions_loss: 0.7025 39/2279 [..............................] - ETA: 11:20 - loss: 458.3759 - logits_profile_predictions_loss: 453.8827 - logcount_predictions_loss: 0.7020 40/2279 [..............................] - ETA: 11:20 - loss: 458.7298 - logits_profile_predictions_loss: 454.2384 - logcount_predictions_loss: 0.7018 41/2279 [..............................] - ETA: 11:20 - loss: 459.0392 - logits_profile_predictions_loss: 454.5499 - logcount_predictions_loss: 0.7014 42/2279 [..............................] - ETA: 11:20 - loss: 459.3014 - logits_profile_predictions_loss: 454.8141 - logcount_predictions_loss: 0.7011 43/2279 [..............................] - ETA: 11:19 - loss: 459.5319 - logits_profile_predictions_loss: 455.0465 - logcount_predictions_loss: 0.7008 44/2279 [..............................] - ETA: 11:19 - loss: 459.7487 - logits_profile_predictions_loss: 455.2651 - logcount_predictions_loss: 0.7005 45/2279 [..............................] - ETA: 11:19 - loss: 459.9163 - logits_profile_predictions_loss: 455.4347 - logcount_predictions_loss: 0.7002 46/2279 [..............................] - ETA: 11:19 - loss: 460.0753 - logits_profile_predictions_loss: 455.5958 - logcount_predictions_loss: 0.6999 47/2279 [..............................] - ETA: 11:19 - loss: 460.2309 - logits_profile_predictions_loss: 455.7537 - logcount_predictions_loss: 0.6996 48/2279 [..............................] - ETA: 11:19 - loss: 460.3251 - logits_profile_predictions_loss: 455.8506 - logcount_predictions_loss: 0.6991 49/2279 [..............................] - ETA: 11:18 - loss: 460.3895 - logits_profile_predictions_loss: 455.9181 - logcount_predictions_loss: 0.6987 50/2279 [..............................] - ETA: 11:18 - loss: 460.4832 - logits_profile_predictions_loss: 456.0146 - logcount_predictions_loss: 0.6982 51/2279 [..............................] - ETA: 11:18 - loss: 460.5495 - logits_profile_predictions_loss: 456.0836 - logcount_predictions_loss: 0.6978 52/2279 [..............................] - ETA: 11:17 - loss: 460.6226 - logits_profile_predictions_loss: 456.1594 - logcount_predictions_loss: 0.6974 53/2279 [..............................] - ETA: 11:17 - loss: 460.6544 - logits_profile_predictions_loss: 456.1932 - logcount_predictions_loss: 0.6970 54/2279 [..............................] - ETA: 11:17 - loss: 460.6588 - logits_profile_predictions_loss: 456.2001 - logcount_predictions_loss: 0.6967 55/2279 [..............................] - ETA: 11:17 - loss: 460.6100 - logits_profile_predictions_loss: 456.1538 - logcount_predictions_loss: 0.6963 56/2279 [..............................] - ETA: 11:16 - loss: 460.5623 - logits_profile_predictions_loss: 456.1086 - logcount_predictions_loss: 0.6959 57/2279 [..............................] - ETA: 11:16 - loss: 460.5249 - logits_profile_predictions_loss: 456.0735 - logcount_predictions_loss: 0.6955 58/2279 [..............................] - ETA: 11:16 - loss: 460.4658 - logits_profile_predictions_loss: 456.0169 - logcount_predictions_loss: 0.6951 59/2279 [..............................] - ETA: 11:15 - loss: 460.4168 - logits_profile_predictions_loss: 455.9703 - logcount_predictions_loss: 0.6948 60/2279 [..............................] - ETA: 11:15 - loss: 460.3530 - logits_profile_predictions_loss: 455.9086 - logcount_predictions_loss: 0.6944 61/2279 [..............................] - ETA: 11:15 - loss: 460.2708 - logits_profile_predictions_loss: 455.8284 - logcount_predictions_loss: 0.6941 62/2279 [..............................] - ETA: 11:14 - loss: 460.1648 - logits_profile_predictions_loss: 455.7245 - logcount_predictions_loss: 0.6938 63/2279 [..............................] - ETA: 11:14 - loss: 460.0499 - logits_profile_predictions_loss: 455.6122 - logcount_predictions_loss: 0.6934 64/2279 [..............................] - ETA: 11:14 - loss: 459.9425 - logits_profile_predictions_loss: 455.5072 - logcount_predictions_loss: 0.6930 65/2279 [..............................] - ETA: 11:14 - loss: 459.8356 - logits_profile_predictions_loss: 455.4029 - logcount_predictions_loss: 0.6926 66/2279 [..............................] - ETA: 11:13 - loss: 459.7441 - logits_profile_predictions_loss: 455.3131 - logcount_predictions_loss: 0.6923 67/2279 [..............................] - ETA: 11:13 - loss: 459.6507 - logits_profile_predictions_loss: 455.2214 - logcount_predictions_loss: 0.6921 68/2279 [..............................] - ETA: 11:13 - loss: 459.5678 - logits_profile_predictions_loss: 455.1400 - logcount_predictions_loss: 0.6918 69/2279 [..............................] - ETA: 11:12 - loss: 459.5118 - logits_profile_predictions_loss: 455.0850 - logcount_predictions_loss: 0.6917 70/2279 [..............................] - ETA: 11:12 - loss: 459.4693 - logits_profile_predictions_loss: 455.0432 - logcount_predictions_loss: 0.6916 71/2279 [..............................] - ETA: 11:12 - loss: 459.4349 - logits_profile_predictions_loss: 455.0095 - logcount_predictions_loss: 0.6915 72/2279 [..............................] - ETA: 11:12 - loss: 459.3831 - logits_profile_predictions_loss: 454.9585 - logcount_predictions_loss: 0.6913 73/2279 [..............................] - ETA: 11:11 - loss: 459.3451 - logits_profile_predictions_loss: 454.9214 - logcount_predictions_loss: 0.6912 74/2279 [..............................] - ETA: 11:11 - loss: 459.3007 - logits_profile_predictions_loss: 454.8779 - logcount_predictions_loss: 0.6911 75/2279 [..............................] - ETA: 11:11 - loss: 459.2739 - logits_profile_predictions_loss: 454.8517 - logcount_predictions_loss: 0.6910 76/2279 [>.............................] - ETA: 11:10 - loss: 459.2461 - logits_profile_predictions_loss: 454.8244 - logcount_predictions_loss: 0.6909 77/2279 [>.............................] - ETA: 11:10 - loss: 459.2193 - logits_profile_predictions_loss: 454.7984 - logcount_predictions_loss: 0.6908 78/2279 [>.............................] - ETA: 11:10 - loss: 459.1796 - logits_profile_predictions_loss: 454.7595 - logcount_predictions_loss: 0.6906 79/2279 [>.............................] - ETA: 11:10 - loss: 459.1607 - logits_profile_predictions_loss: 454.7413 - logcount_predictions_loss: 0.6905 80/2279 [>.............................] - ETA: 11:09 - loss: 459.1359 - logits_profile_predictions_loss: 454.7171 - logcount_predictions_loss: 0.6904 81/2279 [>.............................] - ETA: 11:09 - loss: 459.1058 - logits_profile_predictions_loss: 454.6878 - logcount_predictions_loss: 0.6903 82/2279 [>.............................] - ETA: 11:09 - loss: 459.0535 - 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[=====>........................] - ETA: 9:13 - loss: 447.1905 - logits_profile_predictions_loss: 442.8090 - logcount_predictions_loss: 0.6846 467/2279 [=====>........................] - ETA: 9:13 - loss: 447.1859 - logits_profile_predictions_loss: 442.8045 - logcount_predictions_loss: 0.6846 468/2279 [=====>........................] - ETA: 9:12 - loss: 447.1816 - logits_profile_predictions_loss: 442.8002 - logcount_predictions_loss: 0.6846 469/2279 [=====>........................] - ETA: 9:12 - loss: 447.1775 - logits_profile_predictions_loss: 442.7962 - logcount_predictions_loss: 0.6846 470/2279 [=====>........................] - ETA: 9:12 - loss: 447.1733 - logits_profile_predictions_loss: 442.7920 - logcount_predictions_loss: 0.6846 471/2279 [=====>........................] - ETA: 9:12 - loss: 447.1692 - logits_profile_predictions_loss: 442.7880 - logcount_predictions_loss: 0.6845 472/2279 [=====>........................] - ETA: 9:11 - loss: 447.1652 - 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[==============================] - 725s 318ms/step - loss: 446.9490 - logits_profile_predictions_loss: 442.5862 - logcount_predictions_loss: 0.6817 - val_loss: 462.3624 - val_logits_profile_predictions_loss: 458.2894 - val_logcount_predictions_loss: 0.6364 Epoch 00008: val_loss improved from 464.65750 to 462.36240, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 9/50 1/2279 [..............................] - ETA: 11:53 - loss: 544.9793 - logits_profile_predictions_loss: 540.0310 - logcount_predictions_loss: 0.7732 2/2279 [..............................] - ETA: 11:28 - loss: 518.6662 - logits_profile_predictions_loss: 514.0752 - logcount_predictions_loss: 0.7174 3/2279 [..............................] - ETA: 11:28 - loss: 508.3376 - logits_profile_predictions_loss: 503.6697 - logcount_predictions_loss: 0.7294 4/2279 [..............................] - ETA: 11:30 - loss: 505.8411 - 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[===>..........................] - ETA: 9:56 - loss: 457.6059 - logits_profile_predictions_loss: 453.1111 - logcount_predictions_loss: 0.7023 324/2279 [===>..........................] - ETA: 9:55 - loss: 457.5708 - logits_profile_predictions_loss: 453.0767 - logcount_predictions_loss: 0.7022 325/2279 [===>..........................] - ETA: 9:55 - loss: 457.5352 - logits_profile_predictions_loss: 453.0417 - logcount_predictions_loss: 0.7021 326/2279 [===>..........................] - ETA: 9:55 - loss: 457.5004 - logits_profile_predictions_loss: 453.0074 - logcount_predictions_loss: 0.7020 327/2279 [===>..........................] - ETA: 9:55 - loss: 457.4645 - logits_profile_predictions_loss: 452.9721 - logcount_predictions_loss: 0.7019 328/2279 [===>..........................] - ETA: 9:54 - loss: 457.4291 - logits_profile_predictions_loss: 452.9373 - logcount_predictions_loss: 0.7018 329/2279 [===>..........................] - ETA: 9:54 - loss: 457.3938 - logits_profile_predictions_loss: 452.9026 - logcount_predictions_loss: 0.7018 330/2279 [===>..........................] - ETA: 9:54 - loss: 457.3575 - logits_profile_predictions_loss: 452.8669 - logcount_predictions_loss: 0.7017 331/2279 [===>..........................] - ETA: 9:53 - loss: 457.3205 - logits_profile_predictions_loss: 452.8305 - logcount_predictions_loss: 0.7016 332/2279 [===>..........................] - ETA: 9:53 - loss: 457.2843 - logits_profile_predictions_loss: 452.7948 - logcount_predictions_loss: 0.7015 333/2279 [===>..........................] - ETA: 9:53 - loss: 457.2483 - logits_profile_predictions_loss: 452.7595 - logcount_predictions_loss: 0.7014 334/2279 [===>..........................] - ETA: 9:52 - loss: 457.2121 - logits_profile_predictions_loss: 452.7238 - logcount_predictions_loss: 0.7013 335/2279 [===>..........................] - ETA: 9:52 - loss: 457.1767 - logits_profile_predictions_loss: 452.6890 - logcount_predictions_loss: 0.7012 336/2279 [===>..........................] - ETA: 9:52 - loss: 457.1432 - logits_profile_predictions_loss: 452.6561 - logcount_predictions_loss: 0.7011 337/2279 [===>..........................] - ETA: 9:52 - loss: 457.1110 - logits_profile_predictions_loss: 452.6245 - logcount_predictions_loss: 0.7010 338/2279 [===>..........................] - ETA: 9:51 - loss: 457.0783 - logits_profile_predictions_loss: 452.5924 - logcount_predictions_loss: 0.7009 339/2279 [===>..........................] - ETA: 9:51 - loss: 457.0463 - logits_profile_predictions_loss: 452.5610 - logcount_predictions_loss: 0.7008 340/2279 [===>..........................] - ETA: 9:51 - loss: 457.0141 - logits_profile_predictions_loss: 452.5295 - logcount_predictions_loss: 0.7007 341/2279 [===>..........................] - ETA: 9:50 - loss: 456.9831 - logits_profile_predictions_loss: 452.4990 - logcount_predictions_loss: 0.7006 342/2279 [===>..........................] - ETA: 9:50 - loss: 456.9527 - 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[===>..........................] - ETA: 9:48 - loss: 456.7487 - logits_profile_predictions_loss: 452.2693 - logcount_predictions_loss: 0.6999 350/2279 [===>..........................] - ETA: 9:48 - loss: 456.7222 - logits_profile_predictions_loss: 452.2435 - logcount_predictions_loss: 0.6998 351/2279 [===>..........................] - ETA: 9:47 - loss: 456.6960 - logits_profile_predictions_loss: 452.2178 - logcount_predictions_loss: 0.6997 352/2279 [===>..........................] - ETA: 9:47 - loss: 456.6704 - logits_profile_predictions_loss: 452.1927 - logcount_predictions_loss: 0.6996 353/2279 [===>..........................] - ETA: 9:47 - loss: 456.6444 - logits_profile_predictions_loss: 452.1673 - logcount_predictions_loss: 0.6995 354/2279 [===>..........................] - ETA: 9:46 - loss: 456.6187 - logits_profile_predictions_loss: 452.1422 - logcount_predictions_loss: 0.6995 355/2279 [===>..........................] - ETA: 9:46 - loss: 456.5930 - 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[===>..........................] - ETA: 9:44 - loss: 456.4105 - logits_profile_predictions_loss: 451.9385 - logcount_predictions_loss: 0.6987 363/2279 [===>..........................] - ETA: 9:44 - loss: 456.3854 - logits_profile_predictions_loss: 451.9140 - logcount_predictions_loss: 0.6987 364/2279 [===>..........................] - ETA: 9:43 - loss: 456.3617 - logits_profile_predictions_loss: 451.8909 - logcount_predictions_loss: 0.6986 365/2279 [===>..........................] - ETA: 9:43 - loss: 456.3379 - logits_profile_predictions_loss: 451.8676 - logcount_predictions_loss: 0.6985 366/2279 [===>..........................] - ETA: 9:43 - loss: 456.3138 - logits_profile_predictions_loss: 451.8440 - logcount_predictions_loss: 0.6984 367/2279 [===>..........................] - ETA: 9:42 - loss: 456.2895 - logits_profile_predictions_loss: 451.8203 - logcount_predictions_loss: 0.6983 368/2279 [===>..........................] - ETA: 9:42 - loss: 456.2656 - 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[===>..........................] - ETA: 9:40 - loss: 456.0960 - logits_profile_predictions_loss: 451.6308 - logcount_predictions_loss: 0.6977 376/2279 [===>..........................] - ETA: 9:40 - loss: 456.0716 - logits_profile_predictions_loss: 451.6069 - logcount_predictions_loss: 0.6976 377/2279 [===>..........................] - ETA: 9:39 - loss: 456.0473 - logits_profile_predictions_loss: 451.5831 - logcount_predictions_loss: 0.6975 378/2279 [===>..........................] - ETA: 9:39 - loss: 456.0230 - logits_profile_predictions_loss: 451.5592 - logcount_predictions_loss: 0.6975 379/2279 [===>..........................] - ETA: 9:39 - loss: 455.9984 - logits_profile_predictions_loss: 451.5351 - logcount_predictions_loss: 0.6974 380/2279 [====>.........................] - ETA: 9:39 - loss: 455.9741 - logits_profile_predictions_loss: 451.5113 - logcount_predictions_loss: 0.6973 381/2279 [====>.........................] - ETA: 9:38 - loss: 455.9501 - 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[====>.........................] - ETA: 9:36 - loss: 455.7851 - logits_profile_predictions_loss: 451.3257 - logcount_predictions_loss: 0.6968 389/2279 [====>.........................] - ETA: 9:36 - loss: 455.7624 - logits_profile_predictions_loss: 451.3035 - logcount_predictions_loss: 0.6967 390/2279 [====>.........................] - ETA: 9:36 - loss: 455.7403 - logits_profile_predictions_loss: 451.2817 - logcount_predictions_loss: 0.6967 391/2279 [====>.........................] - ETA: 9:35 - loss: 455.7184 - logits_profile_predictions_loss: 451.2603 - logcount_predictions_loss: 0.6966 392/2279 [====>.........................] - ETA: 9:35 - loss: 455.6963 - logits_profile_predictions_loss: 451.2385 - logcount_predictions_loss: 0.6965 393/2279 [====>.........................] - ETA: 9:35 - loss: 455.6744 - logits_profile_predictions_loss: 451.2170 - logcount_predictions_loss: 0.6965 394/2279 [====>.........................] - ETA: 9:34 - loss: 455.6522 - 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[====>.........................] - ETA: 9:32 - loss: 455.4987 - logits_profile_predictions_loss: 451.0444 - logcount_predictions_loss: 0.6960 402/2279 [====>.........................] - ETA: 9:32 - loss: 455.4769 - logits_profile_predictions_loss: 451.0229 - logcount_predictions_loss: 0.6959 403/2279 [====>.........................] - ETA: 9:32 - loss: 455.4553 - logits_profile_predictions_loss: 451.0017 - logcount_predictions_loss: 0.6959 404/2279 [====>.........................] - ETA: 9:31 - loss: 455.4336 - logits_profile_predictions_loss: 450.9803 - logcount_predictions_loss: 0.6958 405/2279 [====>.........................] - ETA: 9:31 - loss: 455.4111 - logits_profile_predictions_loss: 450.9582 - logcount_predictions_loss: 0.6958 406/2279 [====>.........................] - ETA: 9:31 - loss: 455.3892 - logits_profile_predictions_loss: 450.9367 - logcount_predictions_loss: 0.6957 407/2279 [====>.........................] - ETA: 9:30 - loss: 455.3673 - logits_profile_predictions_loss: 450.9151 - logcount_predictions_loss: 0.6957 408/2279 [====>.........................] - ETA: 9:30 - loss: 455.3452 - logits_profile_predictions_loss: 450.8933 - logcount_predictions_loss: 0.6956 409/2279 [====>.........................] - ETA: 9:30 - loss: 455.3232 - logits_profile_predictions_loss: 450.8717 - logcount_predictions_loss: 0.6955 410/2279 [====>.........................] - ETA: 9:30 - loss: 455.3021 - logits_profile_predictions_loss: 450.8509 - logcount_predictions_loss: 0.6955 411/2279 [====>.........................] - ETA: 9:29 - loss: 455.2810 - logits_profile_predictions_loss: 450.8301 - logcount_predictions_loss: 0.6954 412/2279 [====>.........................] - ETA: 9:29 - loss: 455.2603 - logits_profile_predictions_loss: 450.8098 - logcount_predictions_loss: 0.6954 413/2279 [====>.........................] - ETA: 9:29 - loss: 455.2393 - logits_profile_predictions_loss: 450.7892 - logcount_predictions_loss: 0.6953 414/2279 [====>.........................] - ETA: 9:28 - loss: 455.2183 - logits_profile_predictions_loss: 450.7685 - logcount_predictions_loss: 0.6953 415/2279 [====>.........................] - ETA: 9:28 - loss: 455.1972 - logits_profile_predictions_loss: 450.7478 - logcount_predictions_loss: 0.6952 416/2279 [====>.........................] - ETA: 9:28 - loss: 455.1765 - logits_profile_predictions_loss: 450.7273 - logcount_predictions_loss: 0.6952 417/2279 [====>.........................] - ETA: 9:27 - loss: 455.1561 - logits_profile_predictions_loss: 450.7074 - logcount_predictions_loss: 0.6951 418/2279 [====>.........................] - ETA: 9:27 - loss: 455.1361 - logits_profile_predictions_loss: 450.6876 - logcount_predictions_loss: 0.6951 419/2279 [====>.........................] - ETA: 9:27 - loss: 455.1163 - logits_profile_predictions_loss: 450.6682 - logcount_predictions_loss: 0.6950 420/2279 [====>.........................] - ETA: 9:27 - loss: 455.0965 - logits_profile_predictions_loss: 450.6487 - logcount_predictions_loss: 0.6950 421/2279 [====>.........................] - ETA: 9:26 - loss: 455.0770 - logits_profile_predictions_loss: 450.6296 - logcount_predictions_loss: 0.6949 422/2279 [====>.........................] - ETA: 9:26 - loss: 455.0579 - logits_profile_predictions_loss: 450.6108 - logcount_predictions_loss: 0.6949 423/2279 [====>.........................] - ETA: 9:26 - loss: 455.0384 - logits_profile_predictions_loss: 450.5916 - logcount_predictions_loss: 0.6948 424/2279 [====>.........................] - ETA: 9:25 - loss: 455.0195 - logits_profile_predictions_loss: 450.5730 - logcount_predictions_loss: 0.6948 425/2279 [====>.........................] - ETA: 9:25 - loss: 455.0012 - logits_profile_predictions_loss: 450.5550 - logcount_predictions_loss: 0.6947 426/2279 [====>.........................] - ETA: 9:25 - loss: 454.9826 - logits_profile_predictions_loss: 450.5367 - logcount_predictions_loss: 0.6947 427/2279 [====>.........................] - ETA: 9:24 - loss: 454.9641 - logits_profile_predictions_loss: 450.5186 - logcount_predictions_loss: 0.6946 428/2279 [====>.........................] - ETA: 9:24 - loss: 454.9459 - logits_profile_predictions_loss: 450.5006 - logcount_predictions_loss: 0.6946 429/2279 [====>.........................] - ETA: 9:24 - loss: 454.9271 - logits_profile_predictions_loss: 450.4822 - logcount_predictions_loss: 0.6945 430/2279 [====>.........................] - ETA: 9:24 - loss: 454.9085 - logits_profile_predictions_loss: 450.4638 - logcount_predictions_loss: 0.6945 431/2279 [====>.........................] - ETA: 9:23 - loss: 454.8894 - logits_profile_predictions_loss: 450.4451 - logcount_predictions_loss: 0.6944 432/2279 [====>.........................] - ETA: 9:23 - loss: 454.8703 - logits_profile_predictions_loss: 450.4262 - logcount_predictions_loss: 0.6944 433/2279 [====>.........................] - ETA: 9:23 - loss: 454.8510 - 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444.0522 - logcount_predictions_loss: 0.6760 2254/2279 [============================>.] - ETA: 7s - loss: 448.3779 - logits_profile_predictions_loss: 444.0515 - logcount_predictions_loss: 0.6760 2255/2279 [============================>.] - ETA: 7s - loss: 448.3772 - logits_profile_predictions_loss: 444.0508 - logcount_predictions_loss: 0.6760 2256/2279 [============================>.] - ETA: 7s - loss: 448.3764 - logits_profile_predictions_loss: 444.0501 - logcount_predictions_loss: 0.6760 2257/2279 [============================>.] - ETA: 6s - loss: 448.3757 - logits_profile_predictions_loss: 444.0494 - logcount_predictions_loss: 0.6760 2258/2279 [============================>.] - ETA: 6s - loss: 448.3750 - logits_profile_predictions_loss: 444.0487 - logcount_predictions_loss: 0.6760 2259/2279 [============================>.] - ETA: 6s - loss: 448.3743 - logits_profile_predictions_loss: 444.0480 - logcount_predictions_loss: 0.6760 2260/2279 [============================>.] - ETA: 5s - loss: 448.3735 - logits_profile_predictions_loss: 444.0473 - logcount_predictions_loss: 0.6760 2261/2279 [============================>.] - ETA: 5s - loss: 448.3728 - logits_profile_predictions_loss: 444.0466 - logcount_predictions_loss: 0.6759 2262/2279 [============================>.] - ETA: 5s - loss: 448.3721 - logits_profile_predictions_loss: 444.0459 - logcount_predictions_loss: 0.6759 2263/2279 [============================>.] - ETA: 4s - loss: 448.3713 - logits_profile_predictions_loss: 444.0452 - logcount_predictions_loss: 0.6759 2264/2279 [============================>.] - ETA: 4s - loss: 448.3706 - logits_profile_predictions_loss: 444.0445 - logcount_predictions_loss: 0.6759 2265/2279 [============================>.] - ETA: 4s - loss: 448.3699 - logits_profile_predictions_loss: 444.0439 - logcount_predictions_loss: 0.6759 2266/2279 [============================>.] - ETA: 3s - loss: 448.3692 - logits_profile_predictions_loss: 444.0432 - logcount_predictions_loss: 0.6759 2267/2279 [============================>.] - ETA: 3s - loss: 448.3685 - logits_profile_predictions_loss: 444.0425 - logcount_predictions_loss: 0.6759 2268/2279 [============================>.] - ETA: 3s - loss: 448.3678 - logits_profile_predictions_loss: 444.0418 - logcount_predictions_loss: 0.6759 2269/2279 [============================>.] - ETA: 3s - loss: 448.3671 - logits_profile_predictions_loss: 444.0411 - logcount_predictions_loss: 0.6759 2270/2279 [============================>.] - ETA: 2s - loss: 448.3664 - logits_profile_predictions_loss: 444.0404 - logcount_predictions_loss: 0.6759 2271/2279 [============================>.] - ETA: 2s - loss: 448.3656 - logits_profile_predictions_loss: 444.0397 - logcount_predictions_loss: 0.6759 2272/2279 [============================>.] - ETA: 2s - loss: 448.3649 - logits_profile_predictions_loss: 444.0390 - logcount_predictions_loss: 0.6759 2273/2279 [============================>.] - ETA: 1s - loss: 448.3642 - logits_profile_predictions_loss: 444.0383 - logcount_predictions_loss: 0.6759 2274/2279 [============================>.] - ETA: 1s - loss: 448.3634 - logits_profile_predictions_loss: 444.0376 - logcount_predictions_loss: 0.6759 2275/2279 [============================>.] - ETA: 1s - loss: 448.3627 - logits_profile_predictions_loss: 444.0369 - logcount_predictions_loss: 0.6759 2276/2279 [============================>.] - ETA: 0s - loss: 448.3620 - logits_profile_predictions_loss: 444.0362 - logcount_predictions_loss: 0.6759 2277/2279 [============================>.] - ETA: 0s - loss: 448.3612 - logits_profile_predictions_loss: 444.0355 - logcount_predictions_loss: 0.6759 2278/2279 [============================>.] - ETA: 0s - loss: 448.3605 - logits_profile_predictions_loss: 444.0348 - logcount_predictions_loss: 0.6759 2279/2279 [==============================] - ETA: 0s - loss: 448.3598 - logits_profile_predictions_loss: 444.0341 - logcount_predictions_loss: 0.6759 2279/2279 [==============================] - 725s 318ms/step - loss: 448.3591 - logits_profile_predictions_loss: 444.0335 - logcount_predictions_loss: 0.6759 - val_loss: 468.5753 - val_logits_profile_predictions_loss: 464.5728 - val_logcount_predictions_loss: 0.6254 Epoch 00009: val_loss did not improve from 462.36240 Epoch 10/50 1/2279 [..............................] - ETA: 12:10 - loss: 540.6387 - logits_profile_predictions_loss: 536.1467 - logcount_predictions_loss: 0.7019 2/2279 [..............................] - ETA: 11:30 - loss: 536.4889 - logits_profile_predictions_loss: 532.3787 - logcount_predictions_loss: 0.6422 3/2279 [..............................] - ETA: 11:29 - loss: 523.8058 - logits_profile_predictions_loss: 519.7652 - logcount_predictions_loss: 0.6313 4/2279 [..............................] - ETA: 11:30 - loss: 516.0612 - logits_profile_predictions_loss: 511.9677 - logcount_predictions_loss: 0.6396 5/2279 [..............................] - ETA: 11:30 - loss: 509.5845 - logits_profile_predictions_loss: 505.5110 - logcount_predictions_loss: 0.6365 6/2279 [..............................] - ETA: 11:30 - loss: 504.8245 - logits_profile_predictions_loss: 500.7498 - logcount_predictions_loss: 0.6367 7/2279 [..............................] - ETA: 11:29 - loss: 499.7259 - logits_profile_predictions_loss: 495.6690 - logcount_predictions_loss: 0.6339 8/2279 [..............................] - ETA: 11:29 - loss: 496.5913 - logits_profile_predictions_loss: 492.5390 - logcount_predictions_loss: 0.6332 9/2279 [..............................] - ETA: 11:29 - loss: 494.1486 - logits_profile_predictions_loss: 490.1183 - logcount_predictions_loss: 0.6297 10/2279 [..............................] - ETA: 11:29 - loss: 491.9344 - logits_profile_predictions_loss: 487.9173 - logcount_predictions_loss: 0.6277 11/2279 [..............................] - ETA: 11:29 - loss: 489.2222 - logits_profile_predictions_loss: 485.2198 - logcount_predictions_loss: 0.6254 12/2279 [..............................] - ETA: 11:28 - loss: 487.0832 - logits_profile_predictions_loss: 483.0922 - logcount_predictions_loss: 0.6236 13/2279 [..............................] - ETA: 11:28 - loss: 484.5598 - logits_profile_predictions_loss: 480.5873 - logcount_predictions_loss: 0.6207 14/2279 [..............................] - ETA: 11:28 - loss: 482.7758 - logits_profile_predictions_loss: 478.8143 - logcount_predictions_loss: 0.6190 15/2279 [..............................] - ETA: 11:27 - loss: 481.3056 - logits_profile_predictions_loss: 477.3486 - logcount_predictions_loss: 0.6183 16/2279 [..............................] - ETA: 11:27 - loss: 479.7023 - logits_profile_predictions_loss: 475.7522 - logcount_predictions_loss: 0.6172 17/2279 [..............................] - ETA: 11:27 - loss: 478.1001 - logits_profile_predictions_loss: 474.1546 - logcount_predictions_loss: 0.6165 18/2279 [..............................] - ETA: 11:27 - loss: 476.5375 - logits_profile_predictions_loss: 472.5976 - logcount_predictions_loss: 0.6156 19/2279 [..............................] - ETA: 11:27 - loss: 474.8671 - logits_profile_predictions_loss: 470.9265 - logcount_predictions_loss: 0.6157 20/2279 [..............................] - ETA: 11:27 - loss: 473.3399 - logits_profile_predictions_loss: 469.3996 - logcount_predictions_loss: 0.6157 21/2279 [..............................] - ETA: 11:26 - loss: 472.1341 - logits_profile_predictions_loss: 468.1936 - logcount_predictions_loss: 0.6157 22/2279 [..............................] - ETA: 11:26 - loss: 471.0464 - logits_profile_predictions_loss: 467.1070 - logcount_predictions_loss: 0.6155 23/2279 [..............................] - ETA: 11:26 - loss: 469.9063 - logits_profile_predictions_loss: 465.9690 - logcount_predictions_loss: 0.6152 24/2279 [..............................] - ETA: 11:25 - loss: 468.8796 - logits_profile_predictions_loss: 464.9371 - logcount_predictions_loss: 0.6160 25/2279 [..............................] - ETA: 11:25 - loss: 467.9704 - logits_profile_predictions_loss: 464.0250 - logcount_predictions_loss: 0.6165 26/2279 [..............................] - ETA: 11:25 - loss: 467.2587 - logits_profile_predictions_loss: 463.3122 - logcount_predictions_loss: 0.6166 27/2279 [..............................] - ETA: 11:24 - loss: 466.5462 - logits_profile_predictions_loss: 462.5995 - logcount_predictions_loss: 0.6167 28/2279 [..............................] - ETA: 11:24 - loss: 465.9644 - logits_profile_predictions_loss: 462.0168 - logcount_predictions_loss: 0.6168 29/2279 [..............................] - ETA: 11:24 - loss: 465.3758 - logits_profile_predictions_loss: 461.4283 - logcount_predictions_loss: 0.6168 30/2279 [..............................] - ETA: 11:24 - loss: 464.7989 - logits_profile_predictions_loss: 460.8505 - logcount_predictions_loss: 0.6170 31/2279 [..............................] - ETA: 11:23 - loss: 464.3190 - logits_profile_predictions_loss: 460.3689 - logcount_predictions_loss: 0.6172 32/2279 [..............................] - ETA: 11:23 - loss: 463.9373 - logits_profile_predictions_loss: 459.9832 - logcount_predictions_loss: 0.6178 33/2279 [..............................] - ETA: 11:23 - loss: 463.6217 - logits_profile_predictions_loss: 459.6621 - logcount_predictions_loss: 0.6187 34/2279 [..............................] - ETA: 11:22 - loss: 463.3591 - logits_profile_predictions_loss: 459.3949 - logcount_predictions_loss: 0.6194 35/2279 [..............................] - ETA: 11:22 - loss: 463.0687 - logits_profile_predictions_loss: 459.0991 - logcount_predictions_loss: 0.6203 36/2279 [..............................] - ETA: 11:22 - loss: 462.7843 - logits_profile_predictions_loss: 458.8082 - logcount_predictions_loss: 0.6213 37/2279 [..............................] - ETA: 11:22 - loss: 462.4898 - logits_profile_predictions_loss: 458.5079 - logcount_predictions_loss: 0.6222 38/2279 [..............................] - ETA: 11:21 - loss: 462.2541 - logits_profile_predictions_loss: 458.2661 - logcount_predictions_loss: 0.6231 39/2279 [..............................] - ETA: 11:21 - loss: 462.2017 - logits_profile_predictions_loss: 458.2069 - logcount_predictions_loss: 0.6242 40/2279 [..............................] - ETA: 11:21 - loss: 462.1682 - logits_profile_predictions_loss: 458.1670 - logcount_predictions_loss: 0.6252 41/2279 [..............................] - ETA: 11:20 - loss: 462.0833 - logits_profile_predictions_loss: 458.0764 - logcount_predictions_loss: 0.6261 42/2279 [..............................] - ETA: 11:20 - loss: 461.9522 - logits_profile_predictions_loss: 457.9398 - logcount_predictions_loss: 0.6269 43/2279 [..............................] - ETA: 11:20 - loss: 461.8839 - logits_profile_predictions_loss: 457.8658 - logcount_predictions_loss: 0.6278 44/2279 [..............................] - ETA: 11:19 - loss: 461.7511 - logits_profile_predictions_loss: 457.7276 - logcount_predictions_loss: 0.6287 45/2279 [..............................] - ETA: 11:19 - loss: 461.7062 - logits_profile_predictions_loss: 457.6777 - logcount_predictions_loss: 0.6295 46/2279 [..............................] - ETA: 11:19 - loss: 461.6121 - logits_profile_predictions_loss: 457.5790 - logcount_predictions_loss: 0.6302 47/2279 [..............................] - ETA: 11:19 - loss: 461.5238 - logits_profile_predictions_loss: 457.4859 - logcount_predictions_loss: 0.6309 48/2279 [..............................] - ETA: 11:18 - loss: 461.4202 - logits_profile_predictions_loss: 457.3774 - logcount_predictions_loss: 0.6317 49/2279 [..............................] - ETA: 11:18 - loss: 461.3104 - logits_profile_predictions_loss: 457.2628 - logcount_predictions_loss: 0.6324 50/2279 [..............................] - ETA: 11:18 - loss: 461.2141 - logits_profile_predictions_loss: 457.1616 - logcount_predictions_loss: 0.6332 51/2279 [..............................] - ETA: 11:17 - loss: 461.1056 - logits_profile_predictions_loss: 457.0485 - logcount_predictions_loss: 0.6339 52/2279 [..............................] - ETA: 11:17 - loss: 460.9927 - logits_profile_predictions_loss: 456.9314 - logcount_predictions_loss: 0.6346 53/2279 [..............................] - ETA: 11:17 - loss: 460.8592 - logits_profile_predictions_loss: 456.7941 - logcount_predictions_loss: 0.6352 54/2279 [..............................] - ETA: 11:16 - loss: 460.7576 - logits_profile_predictions_loss: 456.6885 - logcount_predictions_loss: 0.6358 55/2279 [..............................] - ETA: 11:16 - loss: 460.6689 - logits_profile_predictions_loss: 456.5960 - logcount_predictions_loss: 0.6364 56/2279 [..............................] - ETA: 11:16 - loss: 460.5623 - logits_profile_predictions_loss: 456.4862 - logcount_predictions_loss: 0.6369 57/2279 [..............................] - ETA: 11:16 - loss: 460.4460 - logits_profile_predictions_loss: 456.3666 - logcount_predictions_loss: 0.6374 58/2279 [..............................] - ETA: 11:15 - loss: 460.3403 - logits_profile_predictions_loss: 456.2577 - logcount_predictions_loss: 0.6379 59/2279 [..............................] - ETA: 11:15 - loss: 460.2196 - logits_profile_predictions_loss: 456.1342 - logcount_predictions_loss: 0.6383 60/2279 [..............................] - ETA: 11:15 - loss: 460.0687 - logits_profile_predictions_loss: 455.9806 - logcount_predictions_loss: 0.6388 61/2279 [..............................] - ETA: 11:14 - loss: 459.9399 - logits_profile_predictions_loss: 455.8491 - logcount_predictions_loss: 0.6392 62/2279 [..............................] - ETA: 11:14 - loss: 459.8004 - logits_profile_predictions_loss: 455.7066 - logcount_predictions_loss: 0.6397 63/2279 [..............................] - ETA: 11:14 - loss: 459.6524 - logits_profile_predictions_loss: 455.5553 - logcount_predictions_loss: 0.6402 64/2279 [..............................] - ETA: 11:14 - loss: 459.4893 - logits_profile_predictions_loss: 455.3895 - logcount_predictions_loss: 0.6406 65/2279 [..............................] - ETA: 11:13 - loss: 459.3384 - logits_profile_predictions_loss: 455.2358 - logcount_predictions_loss: 0.6410 66/2279 [..............................] - ETA: 11:13 - loss: 459.1845 - logits_profile_predictions_loss: 455.0793 - logcount_predictions_loss: 0.6414 67/2279 [..............................] - ETA: 11:13 - loss: 459.0294 - logits_profile_predictions_loss: 454.9216 - logcount_predictions_loss: 0.6419 68/2279 [..............................] - ETA: 11:12 - loss: 458.8959 - logits_profile_predictions_loss: 454.7854 - logcount_predictions_loss: 0.6423 69/2279 [..............................] - ETA: 11:12 - loss: 458.7577 - logits_profile_predictions_loss: 454.6444 - logcount_predictions_loss: 0.6427 70/2279 [..............................] - ETA: 11:12 - loss: 458.6142 - logits_profile_predictions_loss: 454.4983 - logcount_predictions_loss: 0.6431 71/2279 [..............................] - ETA: 11:12 - loss: 458.4970 - logits_profile_predictions_loss: 454.3789 - logcount_predictions_loss: 0.6435 72/2279 [..............................] - ETA: 11:11 - loss: 458.3718 - logits_profile_predictions_loss: 454.2516 - logcount_predictions_loss: 0.6438 73/2279 [..............................] - ETA: 11:11 - loss: 458.2412 - logits_profile_predictions_loss: 454.1190 - logcount_predictions_loss: 0.6441 74/2279 [..............................] - ETA: 11:11 - loss: 458.1051 - logits_profile_predictions_loss: 453.9809 - logcount_predictions_loss: 0.6444 75/2279 [..............................] - ETA: 11:10 - loss: 457.9621 - logits_profile_predictions_loss: 453.8359 - logcount_predictions_loss: 0.6447 76/2279 [>.............................] - ETA: 11:10 - loss: 457.8162 - logits_profile_predictions_loss: 453.6884 - logcount_predictions_loss: 0.6450 77/2279 [>.............................] - ETA: 11:10 - loss: 457.6667 - logits_profile_predictions_loss: 453.5373 - logcount_predictions_loss: 0.6452 78/2279 [>.............................] - ETA: 11:09 - loss: 457.5124 - logits_profile_predictions_loss: 453.3816 - logcount_predictions_loss: 0.6454 79/2279 [>.............................] - ETA: 11:09 - loss: 457.3741 - logits_profile_predictions_loss: 453.2419 - logcount_predictions_loss: 0.6457 80/2279 [>.............................] - ETA: 11:09 - loss: 457.2363 - logits_profile_predictions_loss: 453.1025 - logcount_predictions_loss: 0.6459 81/2279 [>.............................] - ETA: 11:09 - loss: 457.1373 - logits_profile_predictions_loss: 453.0019 - logcount_predictions_loss: 0.6461 82/2279 [>.............................] - ETA: 11:08 - loss: 457.0313 - logits_profile_predictions_loss: 452.8944 - logcount_predictions_loss: 0.6464 83/2279 [>.............................] - ETA: 11:08 - loss: 456.9205 - logits_profile_predictions_loss: 452.7822 - logcount_predictions_loss: 0.6466 84/2279 [>.............................] - ETA: 11:08 - loss: 456.8177 - logits_profile_predictions_loss: 452.6779 - logcount_predictions_loss: 0.6468 85/2279 [>.............................] - ETA: 11:07 - loss: 456.7259 - logits_profile_predictions_loss: 452.5846 - logcount_predictions_loss: 0.6471 86/2279 [>.............................] - ETA: 11:07 - loss: 456.6192 - logits_profile_predictions_loss: 452.4763 - logcount_predictions_loss: 0.6473 87/2279 [>.............................] - ETA: 11:07 - loss: 456.5319 - logits_profile_predictions_loss: 452.3874 - logcount_predictions_loss: 0.6476 88/2279 [>.............................] - ETA: 11:07 - loss: 456.4409 - logits_profile_predictions_loss: 452.2949 - logcount_predictions_loss: 0.6478 89/2279 [>.............................] - ETA: 11:06 - loss: 456.3542 - logits_profile_predictions_loss: 452.2069 - logcount_predictions_loss: 0.6480 90/2279 [>.............................] - ETA: 11:06 - loss: 456.2657 - logits_profile_predictions_loss: 452.1172 - logcount_predictions_loss: 0.6482 91/2279 [>.............................] - ETA: 11:06 - loss: 456.1862 - logits_profile_predictions_loss: 452.0365 - logcount_predictions_loss: 0.6484 92/2279 [>.............................] - ETA: 11:05 - loss: 456.1081 - logits_profile_predictions_loss: 451.9573 - logcount_predictions_loss: 0.6486 93/2279 [>.............................] - ETA: 11:05 - loss: 456.0223 - logits_profile_predictions_loss: 451.8703 - logcount_predictions_loss: 0.6487 94/2279 [>.............................] - ETA: 11:05 - loss: 455.9412 - logits_profile_predictions_loss: 451.7882 - logcount_predictions_loss: 0.6489 95/2279 [>.............................] - ETA: 11:04 - loss: 455.8566 - logits_profile_predictions_loss: 451.7026 - logcount_predictions_loss: 0.6491 96/2279 [>.............................] - ETA: 11:04 - loss: 455.7841 - logits_profile_predictions_loss: 451.6289 - logcount_predictions_loss: 0.6493 97/2279 [>.............................] - ETA: 11:04 - loss: 455.7137 - logits_profile_predictions_loss: 451.5573 - logcount_predictions_loss: 0.6494 98/2279 [>.............................] - ETA: 11:04 - loss: 455.6415 - logits_profile_predictions_loss: 451.4840 - logcount_predictions_loss: 0.6496 99/2279 [>.............................] - ETA: 11:03 - loss: 455.5771 - logits_profile_predictions_loss: 451.4184 - logcount_predictions_loss: 0.6498 100/2279 [>.............................] - ETA: 11:03 - loss: 455.5160 - logits_profile_predictions_loss: 451.3562 - logcount_predictions_loss: 0.6500 101/2279 [>.............................] - ETA: 11:03 - loss: 455.4672 - logits_profile_predictions_loss: 451.3065 - logcount_predictions_loss: 0.6501 102/2279 [>.............................] - ETA: 11:02 - loss: 455.4252 - logits_profile_predictions_loss: 451.2636 - logcount_predictions_loss: 0.6502 103/2279 [>.............................] - ETA: 11:02 - loss: 455.3782 - logits_profile_predictions_loss: 451.2157 - logcount_predictions_loss: 0.6504 104/2279 [>.............................] - ETA: 11:02 - loss: 455.3290 - logits_profile_predictions_loss: 451.1657 - logcount_predictions_loss: 0.6505 105/2279 [>.............................] - ETA: 11:02 - loss: 455.2849 - logits_profile_predictions_loss: 451.1208 - logcount_predictions_loss: 0.6506 106/2279 [>.............................] - ETA: 11:01 - loss: 455.2418 - logits_profile_predictions_loss: 451.0769 - logcount_predictions_loss: 0.6508 107/2279 [>.............................] - ETA: 11:01 - loss: 455.1960 - logits_profile_predictions_loss: 451.0305 - logcount_predictions_loss: 0.6509 108/2279 [>.............................] - ETA: 11:01 - loss: 455.1421 - logits_profile_predictions_loss: 450.9760 - logcount_predictions_loss: 0.6509 109/2279 [>.............................] - ETA: 11:00 - loss: 455.0913 - logits_profile_predictions_loss: 450.9247 - logcount_predictions_loss: 0.6510 110/2279 [>.............................] - ETA: 11:00 - loss: 455.0330 - logits_profile_predictions_loss: 450.8657 - logcount_predictions_loss: 0.6511 111/2279 [>.............................] - ETA: 11:00 - loss: 454.9747 - logits_profile_predictions_loss: 450.8068 - logcount_predictions_loss: 0.6512 112/2279 [>.............................] - ETA: 10:59 - loss: 454.9140 - logits_profile_predictions_loss: 450.7455 - logcount_predictions_loss: 0.6513 113/2279 [>.............................] - ETA: 10:59 - loss: 454.8542 - logits_profile_predictions_loss: 450.6851 - logcount_predictions_loss: 0.6514 114/2279 [>.............................] - ETA: 10:59 - loss: 454.7997 - logits_profile_predictions_loss: 450.6299 - logcount_predictions_loss: 0.6515 115/2279 [>.............................] - ETA: 10:59 - loss: 454.7586 - logits_profile_predictions_loss: 450.5883 - logcount_predictions_loss: 0.6516 116/2279 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[============================>.] - ETA: 13s - loss: 446.0356 - logits_profile_predictions_loss: 441.7616 - logcount_predictions_loss: 0.6678 2236/2279 [============================>.] - ETA: 13s - loss: 446.0352 - logits_profile_predictions_loss: 441.7611 - logcount_predictions_loss: 0.6678 2237/2279 [============================>.] - ETA: 12s - loss: 446.0347 - logits_profile_predictions_loss: 441.7607 - logcount_predictions_loss: 0.6678 2238/2279 [============================>.] - ETA: 12s - loss: 446.0342 - logits_profile_predictions_loss: 441.7602 - logcount_predictions_loss: 0.6678 2239/2279 [============================>.] - ETA: 12s - loss: 446.0338 - logits_profile_predictions_loss: 441.7598 - logcount_predictions_loss: 0.6678 2240/2279 [============================>.] - ETA: 11s - loss: 446.0334 - logits_profile_predictions_loss: 441.7594 - logcount_predictions_loss: 0.6678 2241/2279 [============================>.] - ETA: 11s - loss: 446.0329 - 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[============================>.] - ETA: 9s - loss: 446.0304 - logits_profile_predictions_loss: 441.7567 - logcount_predictions_loss: 0.6678 2249/2279 [============================>.] - ETA: 9s - loss: 446.0301 - logits_profile_predictions_loss: 441.7563 - logcount_predictions_loss: 0.6678 2250/2279 [============================>.] - ETA: 8s - loss: 446.0297 - logits_profile_predictions_loss: 441.7560 - logcount_predictions_loss: 0.6678 2251/2279 [============================>.] - ETA: 8s - loss: 446.0293 - logits_profile_predictions_loss: 441.7557 - logcount_predictions_loss: 0.6678 2252/2279 [============================>.] - ETA: 8s - loss: 446.0290 - logits_profile_predictions_loss: 441.7553 - logcount_predictions_loss: 0.6678 2253/2279 [============================>.] - ETA: 7s - loss: 446.0286 - logits_profile_predictions_loss: 441.7550 - logcount_predictions_loss: 0.6678 2254/2279 [============================>.] - ETA: 7s - loss: 446.0282 - logits_profile_predictions_loss: 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462.3273 - val_logits_profile_predictions_loss: 458.5275 - val_logcount_predictions_loss: 0.5937 Epoch 00010: val_loss improved from 462.36240 to 462.32733, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 11/50 1/2279 [..............................] - ETA: 12:06 - loss: 324.8756 - logits_profile_predictions_loss: 321.5562 - logcount_predictions_loss: 0.5187 2/2279 [..............................] - ETA: 11:30 - loss: 337.5057 - logits_profile_predictions_loss: 334.3571 - logcount_predictions_loss: 0.4920 3/2279 [..............................] - ETA: 11:29 - loss: 337.2896 - logits_profile_predictions_loss: 334.0082 - logcount_predictions_loss: 0.5127 4/2279 [..............................] - ETA: 11:30 - loss: 348.2938 - logits_profile_predictions_loss: 344.8486 - logcount_predictions_loss: 0.5383 5/2279 [..............................] - ETA: 11:30 - loss: 357.7532 - 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[..............................] - ETA: 11:28 - loss: 378.0536 - logits_profile_predictions_loss: 374.2166 - logcount_predictions_loss: 0.5995 13/2279 [..............................] - ETA: 11:28 - loss: 378.6346 - logits_profile_predictions_loss: 374.7913 - logcount_predictions_loss: 0.6005 14/2279 [..............................] - ETA: 11:28 - loss: 379.4267 - logits_profile_predictions_loss: 375.5797 - logcount_predictions_loss: 0.6011 15/2279 [..............................] - ETA: 11:27 - loss: 380.0768 - logits_profile_predictions_loss: 376.2312 - logcount_predictions_loss: 0.6009 16/2279 [..............................] - ETA: 11:27 - loss: 380.7282 - logits_profile_predictions_loss: 376.8837 - logcount_predictions_loss: 0.6007 17/2279 [..............................] - ETA: 11:27 - loss: 381.4329 - logits_profile_predictions_loss: 377.5871 - logcount_predictions_loss: 0.6009 18/2279 [..............................] - ETA: 11:26 - loss: 382.0019 - 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[..............................] - ETA: 11:25 - loss: 385.5852 - logits_profile_predictions_loss: 381.7402 - logcount_predictions_loss: 0.6008 26/2279 [..............................] - ETA: 11:24 - loss: 386.2588 - logits_profile_predictions_loss: 382.4153 - logcount_predictions_loss: 0.6005 27/2279 [..............................] - ETA: 11:24 - loss: 386.8316 - logits_profile_predictions_loss: 382.9883 - logcount_predictions_loss: 0.6005 28/2279 [..............................] - ETA: 11:24 - loss: 387.4052 - logits_profile_predictions_loss: 383.5626 - logcount_predictions_loss: 0.6004 29/2279 [..............................] - ETA: 11:23 - loss: 387.8773 - logits_profile_predictions_loss: 384.0339 - logcount_predictions_loss: 0.6005 30/2279 [..............................] - ETA: 11:23 - loss: 388.3446 - logits_profile_predictions_loss: 384.4994 - logcount_predictions_loss: 0.6008 31/2279 [..............................] - ETA: 11:23 - loss: 388.7195 - 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[..............................] - ETA: 11:21 - loss: 391.6203 - logits_profile_predictions_loss: 387.7718 - logcount_predictions_loss: 0.6013 39/2279 [..............................] - ETA: 11:21 - loss: 391.9994 - logits_profile_predictions_loss: 388.1495 - logcount_predictions_loss: 0.6015 40/2279 [..............................] - ETA: 11:20 - loss: 392.3454 - logits_profile_predictions_loss: 388.4944 - logcount_predictions_loss: 0.6017 41/2279 [..............................] - ETA: 11:20 - loss: 392.7467 - logits_profile_predictions_loss: 388.8940 - logcount_predictions_loss: 0.6020 42/2279 [..............................] - ETA: 11:20 - loss: 393.1463 - logits_profile_predictions_loss: 389.2920 - logcount_predictions_loss: 0.6022 43/2279 [..............................] - ETA: 11:19 - loss: 393.5721 - logits_profile_predictions_loss: 389.7158 - logcount_predictions_loss: 0.6025 44/2279 [..............................] - ETA: 11:19 - loss: 394.0135 - 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464.0809 - val_logits_profile_predictions_loss: 460.3340 - val_logcount_predictions_loss: 0.5854 Epoch 00011: val_loss did not improve from 462.32733 Epoch 12/50 1/2279 [..............................] - ETA: 12:03 - loss: 352.0363 - logits_profile_predictions_loss: 347.5874 - logcount_predictions_loss: 0.6951 2/2279 [..............................] - ETA: 11:29 - loss: 380.2734 - logits_profile_predictions_loss: 375.9007 - logcount_predictions_loss: 0.6832 3/2279 [..............................] - ETA: 11:30 - loss: 388.8303 - logits_profile_predictions_loss: 384.4936 - logcount_predictions_loss: 0.6776 4/2279 [..............................] - ETA: 11:31 - loss: 391.0750 - logits_profile_predictions_loss: 386.8075 - logcount_predictions_loss: 0.6668 5/2279 [..............................] - ETA: 11:31 - loss: 394.0430 - logits_profile_predictions_loss: 389.7875 - logcount_predictions_loss: 0.6649 6/2279 [..............................] - ETA: 11:30 - loss: 396.9535 - logits_profile_predictions_loss: 392.7095 - logcount_predictions_loss: 0.6631 7/2279 [..............................] - ETA: 11:30 - loss: 400.8281 - logits_profile_predictions_loss: 396.5835 - logcount_predictions_loss: 0.6632 8/2279 [..............................] - ETA: 11:30 - loss: 403.0709 - logits_profile_predictions_loss: 398.8426 - logcount_predictions_loss: 0.6607 9/2279 [..............................] - ETA: 11:30 - loss: 404.2710 - logits_profile_predictions_loss: 400.0594 - logcount_predictions_loss: 0.6581 10/2279 [..............................] - ETA: 11:30 - loss: 404.9244 - logits_profile_predictions_loss: 400.7311 - logcount_predictions_loss: 0.6552 11/2279 [..............................] - ETA: 11:30 - loss: 405.8755 - logits_profile_predictions_loss: 401.6831 - logcount_predictions_loss: 0.6551 12/2279 [..............................] - ETA: 11:29 - loss: 408.0658 - logits_profile_predictions_loss: 403.8785 - logcount_predictions_loss: 0.6543 13/2279 [..............................] - ETA: 11:29 - loss: 410.0183 - logits_profile_predictions_loss: 405.8308 - logcount_predictions_loss: 0.6543 14/2279 [..............................] - ETA: 11:29 - loss: 412.0014 - logits_profile_predictions_loss: 407.8209 - logcount_predictions_loss: 0.6532 15/2279 [..............................] - ETA: 11:28 - loss: 413.1613 - logits_profile_predictions_loss: 408.9906 - logcount_predictions_loss: 0.6517 16/2279 [..............................] - ETA: 11:28 - loss: 414.9913 - logits_profile_predictions_loss: 410.8319 - logcount_predictions_loss: 0.6499 17/2279 [..............................] - ETA: 11:28 - loss: 416.5320 - logits_profile_predictions_loss: 412.3823 - logcount_predictions_loss: 0.6484 18/2279 [..............................] - ETA: 11:28 - loss: 418.1300 - logits_profile_predictions_loss: 413.9909 - logcount_predictions_loss: 0.6467 19/2279 [..............................] - ETA: 11:27 - loss: 419.5428 - logits_profile_predictions_loss: 415.4153 - logcount_predictions_loss: 0.6449 20/2279 [..............................] - ETA: 11:27 - loss: 420.9425 - logits_profile_predictions_loss: 416.8287 - logcount_predictions_loss: 0.6428 21/2279 [..............................] - ETA: 11:27 - loss: 422.4151 - logits_profile_predictions_loss: 418.3128 - logcount_predictions_loss: 0.6410 22/2279 [..............................] - ETA: 11:26 - loss: 424.0997 - logits_profile_predictions_loss: 420.0081 - logcount_predictions_loss: 0.6393 23/2279 [..............................] - ETA: 11:26 - loss: 425.5951 - logits_profile_predictions_loss: 421.5128 - logcount_predictions_loss: 0.6379 24/2279 [..............................] - ETA: 11:26 - loss: 427.0265 - logits_profile_predictions_loss: 422.9513 - logcount_predictions_loss: 0.6367 25/2279 [..............................] - ETA: 11:26 - loss: 428.3784 - logits_profile_predictions_loss: 424.3052 - logcount_predictions_loss: 0.6364 26/2279 [..............................] - ETA: 11:25 - loss: 429.3528 - logits_profile_predictions_loss: 425.2813 - logcount_predictions_loss: 0.6362 27/2279 [..............................] - ETA: 11:25 - loss: 430.1218 - logits_profile_predictions_loss: 426.0525 - logcount_predictions_loss: 0.6358 28/2279 [..............................] - ETA: 11:25 - loss: 430.6999 - logits_profile_predictions_loss: 426.6330 - logcount_predictions_loss: 0.6355 29/2279 [..............................] - ETA: 11:24 - loss: 431.2826 - logits_profile_predictions_loss: 427.2165 - logcount_predictions_loss: 0.6353 30/2279 [..............................] - ETA: 11:24 - loss: 431.7939 - logits_profile_predictions_loss: 427.7285 - logcount_predictions_loss: 0.6352 31/2279 [..............................] - ETA: 11:24 - loss: 432.2298 - logits_profile_predictions_loss: 428.1644 - logcount_predictions_loss: 0.6352 32/2279 [..............................] - ETA: 11:23 - loss: 432.6691 - logits_profile_predictions_loss: 428.6022 - logcount_predictions_loss: 0.6355 33/2279 [..............................] - ETA: 11:23 - loss: 433.1043 - logits_profile_predictions_loss: 429.0340 - logcount_predictions_loss: 0.6360 34/2279 [..............................] - ETA: 11:23 - loss: 433.4832 - logits_profile_predictions_loss: 429.4104 - logcount_predictions_loss: 0.6364 35/2279 [..............................] - ETA: 11:23 - loss: 433.8529 - logits_profile_predictions_loss: 429.7746 - logcount_predictions_loss: 0.6372 36/2279 [..............................] - ETA: 11:22 - loss: 434.1887 - logits_profile_predictions_loss: 430.1052 - logcount_predictions_loss: 0.6380 37/2279 [..............................] - ETA: 11:22 - loss: 434.5717 - logits_profile_predictions_loss: 430.4830 - logcount_predictions_loss: 0.6389 38/2279 [..............................] - ETA: 11:22 - loss: 434.9265 - logits_profile_predictions_loss: 430.8326 - logcount_predictions_loss: 0.6397 39/2279 [..............................] - ETA: 11:21 - loss: 435.2110 - logits_profile_predictions_loss: 431.1122 - logcount_predictions_loss: 0.6404 40/2279 [..............................] - ETA: 11:21 - loss: 435.4953 - logits_profile_predictions_loss: 431.3924 - logcount_predictions_loss: 0.6411 41/2279 [..............................] - ETA: 11:21 - loss: 435.7848 - logits_profile_predictions_loss: 431.6786 - logcount_predictions_loss: 0.6416 42/2279 [..............................] - ETA: 11:20 - loss: 436.1525 - logits_profile_predictions_loss: 432.0428 - logcount_predictions_loss: 0.6421 43/2279 [..............................] - ETA: 11:20 - loss: 436.4773 - logits_profile_predictions_loss: 432.3650 - logcount_predictions_loss: 0.6425 44/2279 [..............................] - ETA: 11:20 - loss: 436.8453 - logits_profile_predictions_loss: 432.7309 - logcount_predictions_loss: 0.6429 45/2279 [..............................] - ETA: 11:20 - loss: 437.2633 - logits_profile_predictions_loss: 433.1459 - logcount_predictions_loss: 0.6433 46/2279 [..............................] - ETA: 11:19 - loss: 437.6964 - logits_profile_predictions_loss: 433.5759 - logcount_predictions_loss: 0.6438 47/2279 [..............................] - ETA: 11:19 - loss: 438.0633 - logits_profile_predictions_loss: 433.9399 - logcount_predictions_loss: 0.6443 48/2279 [..............................] - ETA: 11:19 - loss: 438.4412 - logits_profile_predictions_loss: 434.3153 - logcount_predictions_loss: 0.6447 49/2279 [..............................] - ETA: 11:18 - loss: 438.8122 - logits_profile_predictions_loss: 434.6843 - logcount_predictions_loss: 0.6450 50/2279 [..............................] - ETA: 11:18 - loss: 439.1292 - logits_profile_predictions_loss: 434.9997 - logcount_predictions_loss: 0.6452 51/2279 [..............................] - ETA: 11:18 - loss: 439.4546 - logits_profile_predictions_loss: 435.3241 - logcount_predictions_loss: 0.6454 52/2279 [..............................] - ETA: 11:18 - loss: 439.7630 - logits_profile_predictions_loss: 435.6322 - logcount_predictions_loss: 0.6455 53/2279 [..............................] - ETA: 11:17 - loss: 440.0390 - logits_profile_predictions_loss: 435.9081 - logcount_predictions_loss: 0.6455 54/2279 [..............................] - ETA: 11:17 - loss: 440.3634 - logits_profile_predictions_loss: 436.2329 - logcount_predictions_loss: 0.6454 55/2279 [..............................] - ETA: 11:17 - loss: 440.7554 - logits_profile_predictions_loss: 436.6250 - logcount_predictions_loss: 0.6454 56/2279 [..............................] - ETA: 11:16 - loss: 441.1267 - logits_profile_predictions_loss: 436.9968 - logcount_predictions_loss: 0.6453 57/2279 [..............................] - ETA: 11:16 - loss: 441.5014 - logits_profile_predictions_loss: 437.3718 - logcount_predictions_loss: 0.6453 58/2279 [..............................] - ETA: 11:16 - loss: 441.8447 - logits_profile_predictions_loss: 437.7155 - logcount_predictions_loss: 0.6452 59/2279 [..............................] - ETA: 11:16 - loss: 442.1801 - logits_profile_predictions_loss: 438.0506 - logcount_predictions_loss: 0.6452 60/2279 [..............................] - ETA: 11:15 - loss: 442.5083 - logits_profile_predictions_loss: 438.3785 - logcount_predictions_loss: 0.6453 61/2279 [..............................] - ETA: 11:15 - loss: 442.8125 - logits_profile_predictions_loss: 438.6825 - logcount_predictions_loss: 0.6453 62/2279 [..............................] - ETA: 11:15 - loss: 443.0996 - logits_profile_predictions_loss: 438.9698 - logcount_predictions_loss: 0.6453 63/2279 [..............................] - ETA: 11:14 - loss: 443.3469 - logits_profile_predictions_loss: 439.2173 - logcount_predictions_loss: 0.6453 64/2279 [..............................] - ETA: 11:14 - loss: 443.5836 - logits_profile_predictions_loss: 439.4539 - logcount_predictions_loss: 0.6453 65/2279 [..............................] - ETA: 11:14 - loss: 443.7964 - logits_profile_predictions_loss: 439.6671 - logcount_predictions_loss: 0.6452 66/2279 [..............................] - ETA: 11:13 - loss: 444.0108 - logits_profile_predictions_loss: 439.8814 - logcount_predictions_loss: 0.6452 67/2279 [..............................] - ETA: 11:13 - loss: 444.2068 - logits_profile_predictions_loss: 440.0773 - logcount_predictions_loss: 0.6452 68/2279 [..............................] - ETA: 11:13 - loss: 444.3633 - logits_profile_predictions_loss: 440.2337 - logcount_predictions_loss: 0.6453 69/2279 [..............................] - ETA: 11:13 - loss: 444.5172 - logits_profile_predictions_loss: 440.3879 - logcount_predictions_loss: 0.6452 70/2279 [..............................] - ETA: 11:12 - loss: 444.6708 - logits_profile_predictions_loss: 440.5417 - logcount_predictions_loss: 0.6452 71/2279 [..............................] - ETA: 11:12 - loss: 444.8100 - logits_profile_predictions_loss: 440.6812 - logcount_predictions_loss: 0.6451 72/2279 [..............................] - ETA: 11:12 - loss: 444.9375 - logits_profile_predictions_loss: 440.8088 - logcount_predictions_loss: 0.6451 73/2279 [..............................] - ETA: 11:11 - loss: 445.0707 - logits_profile_predictions_loss: 440.9421 - logcount_predictions_loss: 0.6451 74/2279 [..............................] - ETA: 11:11 - loss: 445.2048 - logits_profile_predictions_loss: 441.0764 - logcount_predictions_loss: 0.6451 75/2279 [..............................] - ETA: 11:11 - loss: 445.3272 - logits_profile_predictions_loss: 441.1990 - logcount_predictions_loss: 0.6450 76/2279 [>.............................] - ETA: 11:11 - loss: 445.4681 - logits_profile_predictions_loss: 441.3398 - logcount_predictions_loss: 0.6450 77/2279 [>.............................] - ETA: 11:10 - loss: 445.6030 - logits_profile_predictions_loss: 441.4750 - logcount_predictions_loss: 0.6450 78/2279 [>.............................] - ETA: 11:10 - loss: 445.7162 - logits_profile_predictions_loss: 441.5887 - logcount_predictions_loss: 0.6449 79/2279 [>.............................] - ETA: 11:10 - loss: 445.8158 - logits_profile_predictions_loss: 441.6886 - logcount_predictions_loss: 0.6449 80/2279 [>.............................] - ETA: 11:09 - loss: 445.8901 - logits_profile_predictions_loss: 441.7635 - logcount_predictions_loss: 0.6448 81/2279 [>.............................] - ETA: 11:09 - loss: 445.9683 - logits_profile_predictions_loss: 441.8424 - logcount_predictions_loss: 0.6447 82/2279 [>.............................] - ETA: 11:09 - loss: 446.0427 - logits_profile_predictions_loss: 441.9174 - logcount_predictions_loss: 0.6446 83/2279 [>.............................] - ETA: 11:08 - loss: 446.1088 - logits_profile_predictions_loss: 441.9843 - logcount_predictions_loss: 0.6445 84/2279 [>.............................] - ETA: 11:08 - loss: 446.1795 - logits_profile_predictions_loss: 442.0558 - logcount_predictions_loss: 0.6443 85/2279 [>.............................] - ETA: 11:08 - loss: 446.2237 - logits_profile_predictions_loss: 442.1010 - logcount_predictions_loss: 0.6442 86/2279 [>.............................] - ETA: 11:08 - loss: 446.2667 - logits_profile_predictions_loss: 442.1447 - logcount_predictions_loss: 0.6441 87/2279 [>.............................] - ETA: 11:07 - loss: 446.3055 - logits_profile_predictions_loss: 442.1843 - logcount_predictions_loss: 0.6440 88/2279 [>.............................] - ETA: 11:07 - loss: 446.3461 - logits_profile_predictions_loss: 442.2255 - logcount_predictions_loss: 0.6438 89/2279 [>.............................] - ETA: 11:07 - loss: 446.3907 - logits_profile_predictions_loss: 442.2706 - logcount_predictions_loss: 0.6438 90/2279 [>.............................] - ETA: 11:07 - loss: 446.4297 - logits_profile_predictions_loss: 442.3102 - logcount_predictions_loss: 0.6437 91/2279 [>.............................] - ETA: 11:06 - loss: 446.4621 - logits_profile_predictions_loss: 442.3433 - logcount_predictions_loss: 0.6436 92/2279 [>.............................] - ETA: 11:06 - loss: 446.4923 - logits_profile_predictions_loss: 442.3742 - logcount_predictions_loss: 0.6435 93/2279 [>.............................] - ETA: 11:06 - loss: 446.5116 - logits_profile_predictions_loss: 442.3942 - logcount_predictions_loss: 0.6433 94/2279 [>.............................] - ETA: 11:05 - loss: 446.5232 - logits_profile_predictions_loss: 442.4067 - logcount_predictions_loss: 0.6432 95/2279 [>.............................] - ETA: 11:05 - loss: 446.5313 - logits_profile_predictions_loss: 442.4156 - logcount_predictions_loss: 0.6431 96/2279 [>.............................] - ETA: 11:05 - loss: 446.5433 - logits_profile_predictions_loss: 442.4282 - logcount_predictions_loss: 0.6430 97/2279 [>.............................] - ETA: 11:05 - loss: 446.5638 - logits_profile_predictions_loss: 442.4494 - logcount_predictions_loss: 0.6429 98/2279 [>.............................] - ETA: 11:04 - loss: 446.5872 - logits_profile_predictions_loss: 442.4734 - logcount_predictions_loss: 0.6428 99/2279 [>.............................] - ETA: 11:04 - loss: 446.6053 - logits_profile_predictions_loss: 442.4919 - logcount_predictions_loss: 0.6427 100/2279 [>.............................] - ETA: 11:04 - loss: 446.6264 - logits_profile_predictions_loss: 442.5135 - logcount_predictions_loss: 0.6426 101/2279 [>.............................] - ETA: 11:03 - loss: 446.6379 - logits_profile_predictions_loss: 442.5256 - logcount_predictions_loss: 0.6425 102/2279 [>.............................] - ETA: 11:03 - loss: 446.6561 - logits_profile_predictions_loss: 442.5445 - logcount_predictions_loss: 0.6424 103/2279 [>.............................] - ETA: 11:03 - loss: 446.6703 - logits_profile_predictions_loss: 442.5591 - logcount_predictions_loss: 0.6424 104/2279 [>.............................] - ETA: 11:02 - loss: 446.6779 - logits_profile_predictions_loss: 442.5670 - logcount_predictions_loss: 0.6423 105/2279 [>.............................] - ETA: 11:02 - loss: 446.6790 - logits_profile_predictions_loss: 442.5685 - logcount_predictions_loss: 0.6423 106/2279 [>.............................] - ETA: 11:02 - loss: 446.6664 - logits_profile_predictions_loss: 442.5562 - logcount_predictions_loss: 0.6422 107/2279 [>.............................] - ETA: 11:02 - loss: 446.6542 - logits_profile_predictions_loss: 442.5442 - logcount_predictions_loss: 0.6422 108/2279 [>.............................] - ETA: 11:01 - loss: 446.6484 - logits_profile_predictions_loss: 442.5385 - logcount_predictions_loss: 0.6422 109/2279 [>.............................] - ETA: 11:01 - loss: 446.6532 - logits_profile_predictions_loss: 442.5435 - logcount_predictions_loss: 0.6422 110/2279 [>.............................] - ETA: 11:01 - loss: 446.6614 - logits_profile_predictions_loss: 442.5517 - logcount_predictions_loss: 0.6421 111/2279 [>.............................] - ETA: 11:00 - loss: 446.6700 - logits_profile_predictions_loss: 442.5602 - logcount_predictions_loss: 0.6422 112/2279 [>.............................] - ETA: 11:00 - loss: 446.6862 - logits_profile_predictions_loss: 442.5762 - logcount_predictions_loss: 0.6422 113/2279 [>.............................] - ETA: 11:00 - loss: 446.7049 - logits_profile_predictions_loss: 442.5946 - logcount_predictions_loss: 0.6422 114/2279 [>.............................] - ETA: 10:59 - loss: 446.7180 - logits_profile_predictions_loss: 442.6075 - logcount_predictions_loss: 0.6423 115/2279 [>.............................] - ETA: 10:59 - loss: 446.7292 - logits_profile_predictions_loss: 442.6186 - logcount_predictions_loss: 0.6423 116/2279 [>.............................] - ETA: 10:59 - loss: 446.7474 - logits_profile_predictions_loss: 442.6366 - logcount_predictions_loss: 0.6423 117/2279 [>.............................] - ETA: 10:59 - loss: 446.7703 - logits_profile_predictions_loss: 442.6594 - logcount_predictions_loss: 0.6423 118/2279 [>.............................] - ETA: 10:58 - loss: 446.7881 - logits_profile_predictions_loss: 442.6769 - logcount_predictions_loss: 0.6424 119/2279 [>.............................] - ETA: 10:58 - loss: 446.8037 - logits_profile_predictions_loss: 442.6923 - logcount_predictions_loss: 0.6424 120/2279 [>.............................] - ETA: 10:58 - loss: 446.8190 - logits_profile_predictions_loss: 442.7074 - logcount_predictions_loss: 0.6425 121/2279 [>.............................] - ETA: 10:57 - loss: 446.8353 - logits_profile_predictions_loss: 442.7234 - logcount_predictions_loss: 0.6425 122/2279 [>.............................] - ETA: 10:57 - loss: 446.8548 - logits_profile_predictions_loss: 442.7426 - logcount_predictions_loss: 0.6425 123/2279 [>.............................] - ETA: 10:57 - loss: 446.8705 - logits_profile_predictions_loss: 442.7582 - logcount_predictions_loss: 0.6426 124/2279 [>.............................] - ETA: 10:56 - loss: 446.8860 - logits_profile_predictions_loss: 442.7736 - logcount_predictions_loss: 0.6426 125/2279 [>.............................] - ETA: 10:56 - loss: 446.9037 - logits_profile_predictions_loss: 442.7912 - logcount_predictions_loss: 0.6426 126/2279 [>.............................] - ETA: 10:56 - loss: 446.9202 - logits_profile_predictions_loss: 442.8078 - logcount_predictions_loss: 0.6426 127/2279 [>.............................] - ETA: 10:56 - loss: 446.9361 - logits_profile_predictions_loss: 442.8237 - logcount_predictions_loss: 0.6426 128/2279 [>.............................] - ETA: 10:55 - loss: 446.9504 - logits_profile_predictions_loss: 442.8379 - logcount_predictions_loss: 0.6426 129/2279 [>.............................] - ETA: 10:55 - loss: 446.9635 - logits_profile_predictions_loss: 442.8510 - logcount_predictions_loss: 0.6426 130/2279 [>.............................] - ETA: 10:55 - loss: 446.9766 - logits_profile_predictions_loss: 442.8640 - logcount_predictions_loss: 0.6426 131/2279 [>.............................] - ETA: 10:54 - loss: 446.9890 - logits_profile_predictions_loss: 442.8764 - logcount_predictions_loss: 0.6426 132/2279 [>.............................] - ETA: 10:54 - loss: 447.0006 - logits_profile_predictions_loss: 442.8880 - logcount_predictions_loss: 0.6426 133/2279 [>.............................] - ETA: 10:54 - loss: 447.0152 - logits_profile_predictions_loss: 442.9026 - logcount_predictions_loss: 0.6426 134/2279 [>.............................] - ETA: 10:53 - loss: 447.0324 - logits_profile_predictions_loss: 442.9198 - logcount_predictions_loss: 0.6426 135/2279 [>.............................] - ETA: 10:53 - loss: 447.0434 - logits_profile_predictions_loss: 442.9308 - logcount_predictions_loss: 0.6426 136/2279 [>.............................] - ETA: 10:53 - loss: 447.0517 - 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[===>..........................] - ETA: 9:48 - loss: 447.1583 - logits_profile_predictions_loss: 443.1064 - logcount_predictions_loss: 0.6331 352/2279 [===>..........................] - ETA: 9:47 - loss: 447.1535 - logits_profile_predictions_loss: 443.1018 - logcount_predictions_loss: 0.6331 353/2279 [===>..........................] - ETA: 9:47 - loss: 447.1488 - logits_profile_predictions_loss: 443.0974 - logcount_predictions_loss: 0.6330 354/2279 [===>..........................] - ETA: 9:47 - loss: 447.1438 - logits_profile_predictions_loss: 443.0926 - logcount_predictions_loss: 0.6330 355/2279 [===>..........................] - ETA: 9:47 - loss: 447.1383 - logits_profile_predictions_loss: 443.0874 - logcount_predictions_loss: 0.6330 356/2279 [===>..........................] - ETA: 9:46 - loss: 447.1326 - logits_profile_predictions_loss: 443.0819 - logcount_predictions_loss: 0.6329 357/2279 [===>..........................] - ETA: 9:46 - loss: 447.1268 - 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[===>..........................] - ETA: 9:44 - loss: 447.0944 - logits_profile_predictions_loss: 443.0458 - logcount_predictions_loss: 0.6326 365/2279 [===>..........................] - ETA: 9:44 - loss: 447.0899 - logits_profile_predictions_loss: 443.0416 - logcount_predictions_loss: 0.6326 366/2279 [===>..........................] - ETA: 9:43 - loss: 447.0853 - logits_profile_predictions_loss: 443.0372 - logcount_predictions_loss: 0.6325 367/2279 [===>..........................] - ETA: 9:43 - loss: 447.0807 - logits_profile_predictions_loss: 443.0329 - logcount_predictions_loss: 0.6325 368/2279 [===>..........................] - ETA: 9:43 - loss: 447.0752 - logits_profile_predictions_loss: 443.0276 - logcount_predictions_loss: 0.6324 369/2279 [===>..........................] - ETA: 9:42 - loss: 447.0703 - logits_profile_predictions_loss: 443.0229 - logcount_predictions_loss: 0.6324 370/2279 [===>..........................] - ETA: 9:42 - loss: 447.0655 - 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[===>..........................] - ETA: 9:40 - loss: 447.0427 - logits_profile_predictions_loss: 442.9971 - logcount_predictions_loss: 0.6321 378/2279 [===>..........................] - ETA: 9:40 - loss: 447.0400 - logits_profile_predictions_loss: 442.9947 - logcount_predictions_loss: 0.6321 379/2279 [===>..........................] - ETA: 9:39 - loss: 447.0372 - logits_profile_predictions_loss: 442.9920 - logcount_predictions_loss: 0.6321 380/2279 [====>.........................] - ETA: 9:39 - loss: 447.0344 - logits_profile_predictions_loss: 442.9894 - logcount_predictions_loss: 0.6320 381/2279 [====>.........................] - ETA: 9:39 - loss: 447.0311 - logits_profile_predictions_loss: 442.9862 - logcount_predictions_loss: 0.6320 382/2279 [====>.........................] - ETA: 9:38 - loss: 447.0280 - logits_profile_predictions_loss: 442.9833 - logcount_predictions_loss: 0.6320 383/2279 [====>.........................] - ETA: 9:38 - loss: 447.0252 - 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[====>.........................] - ETA: 9:36 - loss: 446.9953 - logits_profile_predictions_loss: 442.9522 - logcount_predictions_loss: 0.6317 391/2279 [====>.........................] - ETA: 9:36 - loss: 446.9902 - logits_profile_predictions_loss: 442.9472 - logcount_predictions_loss: 0.6317 392/2279 [====>.........................] - ETA: 9:35 - loss: 446.9849 - logits_profile_predictions_loss: 442.9422 - logcount_predictions_loss: 0.6317 393/2279 [====>.........................] - ETA: 9:35 - loss: 446.9795 - logits_profile_predictions_loss: 442.9370 - logcount_predictions_loss: 0.6316 394/2279 [====>.........................] - ETA: 9:35 - loss: 446.9739 - logits_profile_predictions_loss: 442.9316 - logcount_predictions_loss: 0.6316 395/2279 [====>.........................] - ETA: 9:35 - loss: 446.9681 - logits_profile_predictions_loss: 442.9260 - logcount_predictions_loss: 0.6316 396/2279 [====>.........................] - ETA: 9:34 - loss: 446.9626 - 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[====>.........................] - ETA: 9:32 - loss: 446.9205 - logits_profile_predictions_loss: 442.8802 - logcount_predictions_loss: 0.6313 404/2279 [====>.........................] - ETA: 9:32 - loss: 446.9144 - logits_profile_predictions_loss: 442.8744 - logcount_predictions_loss: 0.6313 405/2279 [====>.........................] - ETA: 9:31 - loss: 446.9081 - logits_profile_predictions_loss: 442.8683 - logcount_predictions_loss: 0.6312 406/2279 [====>.........................] - ETA: 9:31 - loss: 446.9016 - logits_profile_predictions_loss: 442.8620 - logcount_predictions_loss: 0.6312 407/2279 [====>.........................] - ETA: 9:31 - loss: 446.8949 - logits_profile_predictions_loss: 442.8556 - logcount_predictions_loss: 0.6311 408/2279 [====>.........................] - ETA: 9:31 - loss: 446.8883 - logits_profile_predictions_loss: 442.8492 - logcount_predictions_loss: 0.6311 409/2279 [====>.........................] - ETA: 9:30 - loss: 446.8813 - 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[============================>.] - ETA: 17s - loss: 442.3145 - logits_profile_predictions_loss: 438.3584 - logcount_predictions_loss: 0.6181 2224/2279 [============================>.] - ETA: 16s - loss: 442.3136 - logits_profile_predictions_loss: 438.3575 - logcount_predictions_loss: 0.6181 2225/2279 [============================>.] - ETA: 16s - loss: 442.3127 - logits_profile_predictions_loss: 438.3566 - logcount_predictions_loss: 0.6181 2226/2279 [============================>.] - ETA: 16s - loss: 442.3118 - logits_profile_predictions_loss: 438.3557 - logcount_predictions_loss: 0.6181 2227/2279 [============================>.] - ETA: 15s - loss: 442.3109 - logits_profile_predictions_loss: 438.3549 - logcount_predictions_loss: 0.6181 2228/2279 [============================>.] - ETA: 15s - loss: 442.3100 - logits_profile_predictions_loss: 438.3540 - logcount_predictions_loss: 0.6181 2229/2279 [============================>.] - ETA: 15s - loss: 442.3091 - 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[============================>.] - ETA: 13s - loss: 442.3029 - logits_profile_predictions_loss: 438.3469 - logcount_predictions_loss: 0.6181 2237/2279 [============================>.] - ETA: 12s - loss: 442.3020 - logits_profile_predictions_loss: 438.3460 - logcount_predictions_loss: 0.6181 2238/2279 [============================>.] - ETA: 12s - loss: 442.3011 - logits_profile_predictions_loss: 438.3451 - logcount_predictions_loss: 0.6181 2239/2279 [============================>.] - ETA: 12s - loss: 442.3002 - logits_profile_predictions_loss: 438.3442 - logcount_predictions_loss: 0.6181 2240/2279 [============================>.] - ETA: 11s - loss: 442.2993 - logits_profile_predictions_loss: 438.3433 - logcount_predictions_loss: 0.6181 2241/2279 [============================>.] - ETA: 11s - loss: 442.2984 - logits_profile_predictions_loss: 438.3425 - logcount_predictions_loss: 0.6181 2242/2279 [============================>.] - ETA: 11s - loss: 442.2975 - 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[============================>.] - ETA: 9s - loss: 442.2915 - logits_profile_predictions_loss: 438.3356 - logcount_predictions_loss: 0.6181 2250/2279 [============================>.] - ETA: 8s - loss: 442.2906 - logits_profile_predictions_loss: 438.3347 - logcount_predictions_loss: 0.6181 2251/2279 [============================>.] - ETA: 8s - loss: 442.2898 - logits_profile_predictions_loss: 438.3339 - logcount_predictions_loss: 0.6181 2252/2279 [============================>.] - ETA: 8s - loss: 442.2889 - logits_profile_predictions_loss: 438.3330 - logcount_predictions_loss: 0.6181 2253/2279 [============================>.] - ETA: 7s - loss: 442.2881 - logits_profile_predictions_loss: 438.3322 - logcount_predictions_loss: 0.6181 2254/2279 [============================>.] - ETA: 7s - loss: 442.2872 - logits_profile_predictions_loss: 438.3313 - logcount_predictions_loss: 0.6181 2255/2279 [============================>.] - ETA: 7s - loss: 442.2863 - logits_profile_predictions_loss: 438.3305 - logcount_predictions_loss: 0.6181 2256/2279 [============================>.] - ETA: 7s - loss: 442.2855 - logits_profile_predictions_loss: 438.3296 - logcount_predictions_loss: 0.6181 2257/2279 [============================>.] - ETA: 6s - loss: 442.2846 - logits_profile_predictions_loss: 438.3287 - logcount_predictions_loss: 0.6181 2258/2279 [============================>.] - ETA: 6s - loss: 442.2837 - logits_profile_predictions_loss: 438.3278 - logcount_predictions_loss: 0.6181 2259/2279 [============================>.] - ETA: 6s - loss: 442.2828 - logits_profile_predictions_loss: 438.3269 - logcount_predictions_loss: 0.6181 2260/2279 [============================>.] - ETA: 5s - loss: 442.2819 - logits_profile_predictions_loss: 438.3260 - logcount_predictions_loss: 0.6181 2261/2279 [============================>.] - ETA: 5s - loss: 442.2810 - logits_profile_predictions_loss: 438.3251 - logcount_predictions_loss: 0.6181 2262/2279 [============================>.] - ETA: 5s - 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2269/2279 [============================>.] - ETA: 3s - loss: 442.2742 - logits_profile_predictions_loss: 438.3184 - logcount_predictions_loss: 0.6181 2270/2279 [============================>.] - ETA: 2s - loss: 442.2734 - logits_profile_predictions_loss: 438.3176 - logcount_predictions_loss: 0.6181 2271/2279 [============================>.] - ETA: 2s - loss: 442.2726 - logits_profile_predictions_loss: 438.3168 - logcount_predictions_loss: 0.6181 2272/2279 [============================>.] - ETA: 2s - loss: 442.2717 - logits_profile_predictions_loss: 438.3160 - logcount_predictions_loss: 0.6181 2273/2279 [============================>.] - ETA: 1s - loss: 442.2709 - logits_profile_predictions_loss: 438.3151 - logcount_predictions_loss: 0.6181 2274/2279 [============================>.] - ETA: 1s - loss: 442.2701 - logits_profile_predictions_loss: 438.3143 - logcount_predictions_loss: 0.6181 2275/2279 [============================>.] - ETA: 1s - loss: 442.2693 - logits_profile_predictions_loss: 438.3135 - logcount_predictions_loss: 0.6181 2276/2279 [============================>.] - ETA: 0s - loss: 442.2684 - logits_profile_predictions_loss: 438.3127 - logcount_predictions_loss: 0.6181 2277/2279 [============================>.] - ETA: 0s - loss: 442.2676 - logits_profile_predictions_loss: 438.3118 - logcount_predictions_loss: 0.6181 2278/2279 [============================>.] - ETA: 0s - loss: 442.2668 - logits_profile_predictions_loss: 438.3110 - logcount_predictions_loss: 0.6181 2279/2279 [==============================] - ETA: 0s - loss: 442.2660 - logits_profile_predictions_loss: 438.3103 - logcount_predictions_loss: 0.6181 2279/2279 [==============================] - 726s 319ms/step - loss: 442.2652 - logits_profile_predictions_loss: 438.3095 - logcount_predictions_loss: 0.6181 - val_loss: 459.8133 - val_logits_profile_predictions_loss: 455.8166 - val_logcount_predictions_loss: 0.6245 Epoch 00012: val_loss improved from 462.32733 to 459.81332, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 13/50 1/2279 [..............................] - ETA: 12:00 - loss: 335.1272 - logits_profile_predictions_loss: 330.6096 - logcount_predictions_loss: 0.7059 2/2279 [..............................] - ETA: 11:30 - loss: 353.2961 - logits_profile_predictions_loss: 348.8515 - logcount_predictions_loss: 0.6945 3/2279 [..............................] - ETA: 11:30 - loss: 372.9557 - logits_profile_predictions_loss: 368.6797 - logcount_predictions_loss: 0.6681 4/2279 [..............................] - ETA: 11:31 - loss: 379.4325 - logits_profile_predictions_loss: 375.2229 - logcount_predictions_loss: 0.6578 5/2279 [..............................] - ETA: 11:31 - loss: 387.5504 - logits_profile_predictions_loss: 383.3833 - logcount_predictions_loss: 0.6511 6/2279 [..............................] - ETA: 11:30 - loss: 393.7863 - logits_profile_predictions_loss: 389.6453 - logcount_predictions_loss: 0.6470 7/2279 [..............................] - ETA: 11:30 - loss: 399.0203 - logits_profile_predictions_loss: 394.8871 - logcount_predictions_loss: 0.6458 8/2279 [..............................] - ETA: 11:30 - loss: 403.1117 - logits_profile_predictions_loss: 398.9943 - logcount_predictions_loss: 0.6433 9/2279 [..............................] - ETA: 11:30 - loss: 406.8754 - logits_profile_predictions_loss: 402.7545 - logcount_predictions_loss: 0.6439 10/2279 [..............................] - ETA: 11:30 - loss: 409.3792 - logits_profile_predictions_loss: 405.2613 - logcount_predictions_loss: 0.6434 11/2279 [..............................] - ETA: 11:29 - loss: 412.8853 - logits_profile_predictions_loss: 408.7721 - logcount_predictions_loss: 0.6427 12/2279 [..............................] - ETA: 11:29 - loss: 416.2600 - logits_profile_predictions_loss: 412.1543 - logcount_predictions_loss: 0.6415 13/2279 [..............................] - ETA: 11:29 - loss: 419.4289 - logits_profile_predictions_loss: 415.3320 - logcount_predictions_loss: 0.6401 14/2279 [..............................] - ETA: 11:28 - loss: 421.5304 - logits_profile_predictions_loss: 417.4459 - logcount_predictions_loss: 0.6382 15/2279 [..............................] - ETA: 11:28 - loss: 422.7316 - logits_profile_predictions_loss: 418.6603 - logcount_predictions_loss: 0.6361 16/2279 [..............................] - ETA: 11:28 - loss: 423.8237 - logits_profile_predictions_loss: 419.7664 - logcount_predictions_loss: 0.6340 17/2279 [..............................] - ETA: 11:28 - loss: 424.9218 - logits_profile_predictions_loss: 420.8799 - logcount_predictions_loss: 0.6315 18/2279 [..............................] - ETA: 11:27 - loss: 426.0555 - logits_profile_predictions_loss: 422.0287 - logcount_predictions_loss: 0.6292 19/2279 [..............................] - ETA: 11:27 - loss: 427.1946 - 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[..............................] - ETA: 11:25 - loss: 434.3732 - logits_profile_predictions_loss: 430.4113 - logcount_predictions_loss: 0.6190 27/2279 [..............................] - ETA: 11:25 - loss: 435.3977 - logits_profile_predictions_loss: 431.4408 - logcount_predictions_loss: 0.6183 28/2279 [..............................] - ETA: 11:24 - loss: 436.3157 - logits_profile_predictions_loss: 432.3627 - logcount_predictions_loss: 0.6177 29/2279 [..............................] - ETA: 11:24 - loss: 437.2497 - logits_profile_predictions_loss: 433.3010 - logcount_predictions_loss: 0.6170 30/2279 [..............................] - ETA: 11:24 - loss: 438.1276 - logits_profile_predictions_loss: 434.1815 - logcount_predictions_loss: 0.6166 31/2279 [..............................] - ETA: 11:24 - loss: 438.8441 - logits_profile_predictions_loss: 434.9010 - logcount_predictions_loss: 0.6161 32/2279 [..............................] - ETA: 11:23 - loss: 439.4211 - 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[..............................] - ETA: 11:21 - loss: 443.7199 - logits_profile_predictions_loss: 439.7890 - logcount_predictions_loss: 0.6142 40/2279 [..............................] - ETA: 11:21 - loss: 444.1822 - logits_profile_predictions_loss: 440.2504 - logcount_predictions_loss: 0.6143 41/2279 [..............................] - ETA: 11:21 - loss: 444.6141 - logits_profile_predictions_loss: 440.6814 - logcount_predictions_loss: 0.6145 42/2279 [..............................] - ETA: 11:20 - loss: 445.0587 - logits_profile_predictions_loss: 441.1255 - logcount_predictions_loss: 0.6146 43/2279 [..............................] - ETA: 11:20 - loss: 445.4571 - logits_profile_predictions_loss: 441.5239 - logcount_predictions_loss: 0.6146 44/2279 [..............................] - ETA: 11:20 - loss: 445.7836 - logits_profile_predictions_loss: 441.8505 - logcount_predictions_loss: 0.6146 45/2279 [..............................] - ETA: 11:20 - loss: 446.1223 - 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[..............................] - ETA: 11:17 - loss: 447.3557 - logits_profile_predictions_loss: 443.4234 - logcount_predictions_loss: 0.6144 53/2279 [..............................] - ETA: 11:17 - loss: 447.4569 - logits_profile_predictions_loss: 443.5245 - logcount_predictions_loss: 0.6144 54/2279 [..............................] - ETA: 11:17 - loss: 447.5438 - logits_profile_predictions_loss: 443.6114 - logcount_predictions_loss: 0.6144 55/2279 [..............................] - ETA: 11:17 - loss: 447.6137 - logits_profile_predictions_loss: 443.6816 - logcount_predictions_loss: 0.6144 56/2279 [..............................] - ETA: 11:16 - loss: 447.6542 - logits_profile_predictions_loss: 443.7218 - logcount_predictions_loss: 0.6144 57/2279 [..............................] - ETA: 11:16 - loss: 447.6906 - logits_profile_predictions_loss: 443.7579 - logcount_predictions_loss: 0.6145 58/2279 [..............................] - ETA: 11:16 - loss: 447.7318 - 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[..............................] - ETA: 11:14 - loss: 448.0458 - logits_profile_predictions_loss: 444.1128 - logcount_predictions_loss: 0.6145 66/2279 [..............................] - ETA: 11:13 - loss: 448.1145 - logits_profile_predictions_loss: 444.1807 - logcount_predictions_loss: 0.6147 67/2279 [..............................] - ETA: 11:13 - loss: 448.1825 - logits_profile_predictions_loss: 444.2481 - logcount_predictions_loss: 0.6147 68/2279 [..............................] - ETA: 11:13 - loss: 448.2374 - logits_profile_predictions_loss: 444.3020 - logcount_predictions_loss: 0.6149 69/2279 [..............................] - ETA: 11:13 - loss: 448.2987 - logits_profile_predictions_loss: 444.3626 - logcount_predictions_loss: 0.6150 70/2279 [..............................] - ETA: 11:12 - loss: 448.3662 - logits_profile_predictions_loss: 444.4294 - logcount_predictions_loss: 0.6151 71/2279 [..............................] - ETA: 11:12 - loss: 448.4310 - logits_profile_predictions_loss: 444.4933 - logcount_predictions_loss: 0.6153 72/2279 [..............................] - ETA: 11:12 - loss: 448.4891 - logits_profile_predictions_loss: 444.5507 - logcount_predictions_loss: 0.6154 73/2279 [..............................] - ETA: 11:11 - loss: 448.5532 - logits_profile_predictions_loss: 444.6139 - logcount_predictions_loss: 0.6155 74/2279 [..............................] - ETA: 11:11 - loss: 448.6176 - logits_profile_predictions_loss: 444.6774 - logcount_predictions_loss: 0.6157 75/2279 [..............................] - ETA: 11:11 - loss: 448.6897 - logits_profile_predictions_loss: 444.7485 - logcount_predictions_loss: 0.6158 76/2279 [>.............................] - ETA: 11:10 - loss: 448.7554 - logits_profile_predictions_loss: 444.8135 - logcount_predictions_loss: 0.6159 77/2279 [>.............................] - ETA: 11:10 - loss: 448.8190 - logits_profile_predictions_loss: 444.8762 - logcount_predictions_loss: 0.6161 78/2279 [>.............................] - ETA: 11:10 - loss: 448.8756 - logits_profile_predictions_loss: 444.9321 - logcount_predictions_loss: 0.6162 79/2279 [>.............................] - ETA: 11:10 - loss: 448.9230 - logits_profile_predictions_loss: 444.9789 - logcount_predictions_loss: 0.6163 80/2279 [>.............................] - ETA: 11:09 - loss: 448.9715 - logits_profile_predictions_loss: 445.0270 - logcount_predictions_loss: 0.6163 81/2279 [>.............................] - ETA: 11:09 - loss: 449.0185 - logits_profile_predictions_loss: 445.0736 - logcount_predictions_loss: 0.6164 82/2279 [>.............................] - ETA: 11:09 - loss: 449.0593 - logits_profile_predictions_loss: 445.1141 - logcount_predictions_loss: 0.6164 83/2279 [>.............................] - ETA: 11:08 - loss: 449.0888 - logits_profile_predictions_loss: 445.1435 - logcount_predictions_loss: 0.6165 84/2279 [>.............................] - ETA: 11:08 - loss: 449.1107 - 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logits_profile_predictions_loss: 437.0403 - logcount_predictions_loss: 0.6102 2276/2279 [============================>.] - ETA: 0s - loss: 440.9447 - logits_profile_predictions_loss: 437.0397 - logcount_predictions_loss: 0.6102 2277/2279 [============================>.] - ETA: 0s - loss: 440.9440 - logits_profile_predictions_loss: 437.0390 - logcount_predictions_loss: 0.6102 2278/2279 [============================>.] - ETA: 0s - loss: 440.9433 - logits_profile_predictions_loss: 437.0383 - logcount_predictions_loss: 0.6102 2279/2279 [==============================] - ETA: 0s - loss: 440.9427 - logits_profile_predictions_loss: 437.0377 - logcount_predictions_loss: 0.6102 2279/2279 [==============================] - 727s 319ms/step - loss: 440.9420 - logits_profile_predictions_loss: 437.0370 - logcount_predictions_loss: 0.6102 - val_loss: 459.2971 - val_logits_profile_predictions_loss: 455.6241 - val_logcount_predictions_loss: 0.5739 Epoch 00013: val_loss improved from 459.81332 to 459.29706, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 14/50 1/2279 [..............................] - ETA: 11:59 - loss: 437.3445 - logits_profile_predictions_loss: 433.0941 - logcount_predictions_loss: 0.6641 2/2279 [..............................] - ETA: 11:30 - loss: 420.1309 - logits_profile_predictions_loss: 416.1407 - logcount_predictions_loss: 0.6235 3/2279 [..............................] - ETA: 11:31 - loss: 408.5115 - logits_profile_predictions_loss: 404.7774 - logcount_predictions_loss: 0.5835 4/2279 [..............................] - ETA: 11:31 - loss: 406.9963 - logits_profile_predictions_loss: 403.2865 - logcount_predictions_loss: 0.5797 5/2279 [..............................] - ETA: 11:31 - loss: 406.6391 - logits_profile_predictions_loss: 402.9188 - logcount_predictions_loss: 0.5813 6/2279 [..............................] - ETA: 11:30 - loss: 408.0385 - 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[=>............................] - ETA: 10:32 - loss: 432.9434 - logits_profile_predictions_loss: 428.9546 - logcount_predictions_loss: 0.6233 209/2279 [=>............................] - ETA: 10:32 - loss: 432.9468 - logits_profile_predictions_loss: 428.9588 - logcount_predictions_loss: 0.6231 210/2279 [=>............................] - ETA: 10:31 - loss: 432.9509 - logits_profile_predictions_loss: 428.9637 - logcount_predictions_loss: 0.6230 211/2279 [=>............................] - ETA: 10:31 - loss: 432.9538 - logits_profile_predictions_loss: 428.9675 - logcount_predictions_loss: 0.6229 212/2279 [=>............................] - ETA: 10:31 - loss: 432.9560 - logits_profile_predictions_loss: 428.9706 - logcount_predictions_loss: 0.6227 213/2279 [=>............................] - ETA: 10:30 - loss: 432.9573 - logits_profile_predictions_loss: 428.9728 - logcount_predictions_loss: 0.6226 214/2279 [=>............................] - ETA: 10:30 - loss: 432.9599 - 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[==>...........................] - ETA: 10:24 - loss: 432.9519 - logits_profile_predictions_loss: 428.9856 - logcount_predictions_loss: 0.6197 235/2279 [==>...........................] - ETA: 10:24 - loss: 432.9557 - logits_profile_predictions_loss: 428.9903 - logcount_predictions_loss: 0.6196 236/2279 [==>...........................] - ETA: 10:23 - loss: 432.9589 - logits_profile_predictions_loss: 428.9943 - logcount_predictions_loss: 0.6195 237/2279 [==>...........................] - ETA: 10:23 - loss: 432.9630 - logits_profile_predictions_loss: 428.9992 - logcount_predictions_loss: 0.6193 238/2279 [==>...........................] - ETA: 10:23 - loss: 432.9670 - logits_profile_predictions_loss: 429.0039 - logcount_predictions_loss: 0.6192 239/2279 [==>...........................] - ETA: 10:23 - loss: 432.9722 - logits_profile_predictions_loss: 429.0099 - logcount_predictions_loss: 0.6191 240/2279 [==>...........................] - ETA: 10:22 - loss: 432.9768 - 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[==>...........................] - ETA: 10:16 - loss: 433.0440 - logits_profile_predictions_loss: 429.0963 - logcount_predictions_loss: 0.6168 261/2279 [==>...........................] - ETA: 10:16 - loss: 433.0469 - logits_profile_predictions_loss: 429.0999 - logcount_predictions_loss: 0.6167 262/2279 [==>...........................] - ETA: 10:16 - loss: 433.0493 - logits_profile_predictions_loss: 429.1030 - logcount_predictions_loss: 0.6166 263/2279 [==>...........................] - ETA: 10:15 - loss: 433.0496 - logits_profile_predictions_loss: 429.1041 - logcount_predictions_loss: 0.6165 264/2279 [==>...........................] - ETA: 10:15 - loss: 433.0499 - logits_profile_predictions_loss: 429.1052 - logcount_predictions_loss: 0.6164 265/2279 [==>...........................] - ETA: 10:15 - loss: 433.0499 - logits_profile_predictions_loss: 429.1058 - logcount_predictions_loss: 0.6163 266/2279 [==>...........................] - ETA: 10:15 - loss: 433.0504 - 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[==>...........................] - ETA: 10:12 - loss: 433.0541 - logits_profile_predictions_loss: 429.1153 - logcount_predictions_loss: 0.6154 274/2279 [==>...........................] - ETA: 10:12 - loss: 433.0571 - logits_profile_predictions_loss: 429.1188 - logcount_predictions_loss: 0.6153 275/2279 [==>...........................] - ETA: 10:12 - loss: 433.0584 - logits_profile_predictions_loss: 429.1208 - logcount_predictions_loss: 0.6153 276/2279 [==>...........................] - ETA: 10:12 - loss: 433.0602 - logits_profile_predictions_loss: 429.1232 - logcount_predictions_loss: 0.6152 277/2279 [==>...........................] - ETA: 10:11 - loss: 433.0625 - logits_profile_predictions_loss: 429.1261 - logcount_predictions_loss: 0.6151 278/2279 [==>...........................] - ETA: 10:11 - loss: 433.0642 - logits_profile_predictions_loss: 429.1284 - logcount_predictions_loss: 0.6150 279/2279 [==>...........................] - ETA: 10:11 - loss: 433.0650 - 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[==>...........................] - ETA: 10:09 - loss: 433.0684 - logits_profile_predictions_loss: 429.1372 - logcount_predictions_loss: 0.6142 287/2279 [==>...........................] - ETA: 10:08 - loss: 433.0687 - logits_profile_predictions_loss: 429.1381 - logcount_predictions_loss: 0.6142 288/2279 [==>...........................] - ETA: 10:08 - loss: 433.0689 - logits_profile_predictions_loss: 429.1388 - logcount_predictions_loss: 0.6141 289/2279 [==>...........................] - ETA: 10:08 - loss: 433.0683 - logits_profile_predictions_loss: 429.1388 - logcount_predictions_loss: 0.6140 290/2279 [==>...........................] - ETA: 10:07 - loss: 433.0674 - logits_profile_predictions_loss: 429.1384 - logcount_predictions_loss: 0.6139 291/2279 [==>...........................] - ETA: 10:07 - loss: 433.0656 - logits_profile_predictions_loss: 429.1372 - logcount_predictions_loss: 0.6138 292/2279 [==>...........................] - ETA: 10:07 - loss: 433.0633 - 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[==>...........................] - ETA: 10:05 - loss: 433.0382 - logits_profile_predictions_loss: 429.1141 - logcount_predictions_loss: 0.6131 300/2279 [==>...........................] - ETA: 10:04 - loss: 433.0344 - logits_profile_predictions_loss: 429.1108 - logcount_predictions_loss: 0.6131 301/2279 [==>...........................] - ETA: 10:04 - loss: 433.0312 - logits_profile_predictions_loss: 429.1081 - logcount_predictions_loss: 0.6130 302/2279 [==>...........................] - ETA: 10:04 - loss: 433.0275 - logits_profile_predictions_loss: 429.1050 - logcount_predictions_loss: 0.6129 303/2279 [==>...........................] - ETA: 10:03 - loss: 433.0244 - logits_profile_predictions_loss: 429.1023 - logcount_predictions_loss: 0.6128 304/2279 [===>..........................] - ETA: 10:03 - loss: 433.0221 - logits_profile_predictions_loss: 429.1005 - logcount_predictions_loss: 0.6127 305/2279 [===>..........................] - ETA: 10:03 - loss: 433.0198 - logits_profile_predictions_loss: 429.0987 - logcount_predictions_loss: 0.6127 306/2279 [===>..........................] - ETA: 10:03 - loss: 433.0169 - logits_profile_predictions_loss: 429.0963 - logcount_predictions_loss: 0.6126 307/2279 [===>..........................] - ETA: 10:02 - loss: 433.0136 - logits_profile_predictions_loss: 429.0934 - logcount_predictions_loss: 0.6125 308/2279 [===>..........................] - ETA: 10:02 - loss: 433.0109 - logits_profile_predictions_loss: 429.0911 - logcount_predictions_loss: 0.6125 309/2279 [===>..........................] - ETA: 10:02 - loss: 433.0084 - logits_profile_predictions_loss: 429.0890 - logcount_predictions_loss: 0.6124 310/2279 [===>..........................] - ETA: 10:01 - loss: 433.0051 - logits_profile_predictions_loss: 429.0862 - logcount_predictions_loss: 0.6123 311/2279 [===>..........................] - ETA: 10:01 - loss: 433.0013 - logits_profile_predictions_loss: 429.0827 - logcount_predictions_loss: 0.6123 312/2279 [===>..........................] - ETA: 10:01 - loss: 432.9976 - logits_profile_predictions_loss: 429.0795 - logcount_predictions_loss: 0.6122 313/2279 [===>..........................] - ETA: 10:00 - loss: 432.9945 - logits_profile_predictions_loss: 429.0768 - logcount_predictions_loss: 0.6121 314/2279 [===>..........................] - ETA: 10:00 - loss: 432.9921 - logits_profile_predictions_loss: 429.0748 - logcount_predictions_loss: 0.6121 315/2279 [===>..........................] - ETA: 10:00 - loss: 432.9901 - logits_profile_predictions_loss: 429.0732 - logcount_predictions_loss: 0.6120 316/2279 [===>..........................] - ETA: 10:00 - loss: 432.9882 - logits_profile_predictions_loss: 429.0717 - logcount_predictions_loss: 0.6119 317/2279 [===>..........................] - ETA: 9:59 - loss: 432.9862 - logits_profile_predictions_loss: 429.0701 - logcount_predictions_loss: 0.6119  318/2279 [===>..........................] - ETA: 9:59 - loss: 432.9846 - logits_profile_predictions_loss: 429.0689 - logcount_predictions_loss: 0.6118 319/2279 [===>..........................] - ETA: 9:59 - loss: 432.9825 - logits_profile_predictions_loss: 429.0672 - logcount_predictions_loss: 0.6118 320/2279 [===>..........................] - ETA: 9:58 - loss: 432.9804 - logits_profile_predictions_loss: 429.0655 - logcount_predictions_loss: 0.6117 321/2279 [===>..........................] - ETA: 9:58 - loss: 432.9778 - logits_profile_predictions_loss: 429.0633 - logcount_predictions_loss: 0.6116 322/2279 [===>..........................] - ETA: 9:58 - loss: 432.9755 - logits_profile_predictions_loss: 429.0614 - logcount_predictions_loss: 0.6116 323/2279 [===>..........................] - ETA: 9:57 - loss: 432.9731 - logits_profile_predictions_loss: 429.0594 - logcount_predictions_loss: 0.6115 324/2279 [===>..........................] - ETA: 9:57 - loss: 432.9707 - logits_profile_predictions_loss: 429.0574 - logcount_predictions_loss: 0.6115 325/2279 [===>..........................] - ETA: 9:57 - loss: 432.9682 - logits_profile_predictions_loss: 429.0552 - logcount_predictions_loss: 0.6114 326/2279 [===>..........................] - ETA: 9:57 - loss: 432.9666 - logits_profile_predictions_loss: 429.0541 - logcount_predictions_loss: 0.6113 327/2279 [===>..........................] - ETA: 9:56 - loss: 432.9656 - logits_profile_predictions_loss: 429.0535 - logcount_predictions_loss: 0.6113 328/2279 [===>..........................] - ETA: 9:56 - loss: 432.9647 - logits_profile_predictions_loss: 429.0530 - logcount_predictions_loss: 0.6112 329/2279 [===>..........................] - ETA: 9:56 - loss: 432.9646 - logits_profile_predictions_loss: 429.0532 - logcount_predictions_loss: 0.6111 330/2279 [===>..........................] - ETA: 9:55 - loss: 432.9642 - logits_profile_predictions_loss: 429.0533 - logcount_predictions_loss: 0.6111 331/2279 [===>..........................] - ETA: 9:55 - loss: 432.9640 - logits_profile_predictions_loss: 429.0535 - logcount_predictions_loss: 0.6110 332/2279 [===>..........................] - ETA: 9:55 - loss: 432.9638 - logits_profile_predictions_loss: 429.0537 - logcount_predictions_loss: 0.6110 333/2279 [===>..........................] - ETA: 9:54 - loss: 432.9638 - logits_profile_predictions_loss: 429.0541 - logcount_predictions_loss: 0.6109 334/2279 [===>..........................] - ETA: 9:54 - loss: 432.9638 - logits_profile_predictions_loss: 429.0545 - logcount_predictions_loss: 0.6108 335/2279 [===>..........................] - ETA: 9:54 - loss: 432.9636 - logits_profile_predictions_loss: 429.0546 - logcount_predictions_loss: 0.6108 336/2279 [===>..........................] - ETA: 9:54 - loss: 432.9629 - logits_profile_predictions_loss: 429.0544 - logcount_predictions_loss: 0.6107 337/2279 [===>..........................] - ETA: 9:53 - loss: 432.9619 - logits_profile_predictions_loss: 429.0538 - logcount_predictions_loss: 0.6106 338/2279 [===>..........................] - ETA: 9:53 - loss: 432.9607 - logits_profile_predictions_loss: 429.0530 - logcount_predictions_loss: 0.6106 339/2279 [===>..........................] - ETA: 9:53 - loss: 432.9592 - logits_profile_predictions_loss: 429.0520 - logcount_predictions_loss: 0.6105 340/2279 [===>..........................] - ETA: 9:52 - loss: 432.9576 - logits_profile_predictions_loss: 429.0507 - logcount_predictions_loss: 0.6104 341/2279 [===>..........................] - ETA: 9:52 - loss: 432.9550 - logits_profile_predictions_loss: 429.0486 - logcount_predictions_loss: 0.6104 342/2279 [===>..........................] - ETA: 9:52 - loss: 432.9531 - logits_profile_predictions_loss: 429.0470 - logcount_predictions_loss: 0.6103 343/2279 [===>..........................] - ETA: 9:51 - loss: 432.9511 - logits_profile_predictions_loss: 429.0455 - logcount_predictions_loss: 0.6102 344/2279 [===>..........................] - ETA: 9:51 - loss: 432.9484 - logits_profile_predictions_loss: 429.0433 - logcount_predictions_loss: 0.6102 345/2279 [===>..........................] - ETA: 9:51 - loss: 432.9462 - logits_profile_predictions_loss: 429.0415 - logcount_predictions_loss: 0.6101 346/2279 [===>..........................] - ETA: 9:51 - loss: 432.9436 - logits_profile_predictions_loss: 429.0393 - logcount_predictions_loss: 0.6100 347/2279 [===>..........................] - ETA: 9:50 - loss: 432.9407 - logits_profile_predictions_loss: 429.0368 - logcount_predictions_loss: 0.6100 348/2279 [===>..........................] - ETA: 9:50 - loss: 432.9380 - logits_profile_predictions_loss: 429.0345 - logcount_predictions_loss: 0.6099 349/2279 [===>..........................] - ETA: 9:50 - loss: 432.9353 - logits_profile_predictions_loss: 429.0323 - logcount_predictions_loss: 0.6098 350/2279 [===>..........................] - ETA: 9:49 - loss: 432.9337 - logits_profile_predictions_loss: 429.0311 - logcount_predictions_loss: 0.6098 351/2279 [===>..........................] - ETA: 9:49 - loss: 432.9330 - logits_profile_predictions_loss: 429.0308 - logcount_predictions_loss: 0.6097 352/2279 [===>..........................] - ETA: 9:49 - loss: 432.9316 - logits_profile_predictions_loss: 429.0298 - logcount_predictions_loss: 0.6097 353/2279 [===>..........................] - ETA: 9:48 - loss: 432.9293 - logits_profile_predictions_loss: 429.0279 - logcount_predictions_loss: 0.6096 354/2279 [===>..........................] - ETA: 9:48 - loss: 432.9272 - logits_profile_predictions_loss: 429.0262 - logcount_predictions_loss: 0.6095 355/2279 [===>..........................] - ETA: 9:48 - loss: 432.9247 - logits_profile_predictions_loss: 429.0240 - logcount_predictions_loss: 0.6095 356/2279 [===>..........................] - ETA: 9:48 - loss: 432.9221 - logits_profile_predictions_loss: 429.0219 - logcount_predictions_loss: 0.6094 357/2279 [===>..........................] - ETA: 9:47 - loss: 432.9194 - logits_profile_predictions_loss: 429.0196 - logcount_predictions_loss: 0.6093 358/2279 [===>..........................] - ETA: 9:47 - loss: 432.9166 - logits_profile_predictions_loss: 429.0171 - logcount_predictions_loss: 0.6093 359/2279 [===>..........................] - ETA: 9:47 - loss: 432.9131 - logits_profile_predictions_loss: 429.0140 - logcount_predictions_loss: 0.6092 360/2279 [===>..........................] - ETA: 9:46 - loss: 432.9097 - logits_profile_predictions_loss: 429.0110 - logcount_predictions_loss: 0.6092 361/2279 [===>..........................] - ETA: 9:46 - loss: 432.9068 - logits_profile_predictions_loss: 429.0085 - logcount_predictions_loss: 0.6091 362/2279 [===>..........................] - ETA: 9:46 - loss: 432.9047 - logits_profile_predictions_loss: 429.0068 - logcount_predictions_loss: 0.6090 363/2279 [===>..........................] - ETA: 9:45 - loss: 432.9025 - logits_profile_predictions_loss: 429.0049 - logcount_predictions_loss: 0.6090 364/2279 [===>..........................] - ETA: 9:45 - loss: 432.9003 - logits_profile_predictions_loss: 429.0031 - logcount_predictions_loss: 0.6089 365/2279 [===>..........................] - ETA: 9:45 - loss: 432.8983 - logits_profile_predictions_loss: 429.0015 - logcount_predictions_loss: 0.6089 366/2279 [===>..........................] - ETA: 9:45 - loss: 432.8964 - logits_profile_predictions_loss: 429.0000 - logcount_predictions_loss: 0.6088 367/2279 [===>..........................] - ETA: 9:44 - loss: 432.8944 - logits_profile_predictions_loss: 428.9984 - logcount_predictions_loss: 0.6088 368/2279 [===>..........................] - ETA: 9:44 - loss: 432.8929 - logits_profile_predictions_loss: 428.9972 - logcount_predictions_loss: 0.6087 369/2279 [===>..........................] - ETA: 9:44 - loss: 432.8920 - logits_profile_predictions_loss: 428.9967 - logcount_predictions_loss: 0.6086 370/2279 [===>..........................] - ETA: 9:43 - loss: 432.8913 - logits_profile_predictions_loss: 428.9964 - logcount_predictions_loss: 0.6086 371/2279 [===>..........................] - ETA: 9:43 - loss: 432.8908 - logits_profile_predictions_loss: 428.9962 - logcount_predictions_loss: 0.6085 372/2279 [===>..........................] - ETA: 9:43 - loss: 432.8896 - logits_profile_predictions_loss: 428.9954 - logcount_predictions_loss: 0.6085 373/2279 [===>..........................] - ETA: 9:42 - loss: 432.8878 - logits_profile_predictions_loss: 428.9940 - logcount_predictions_loss: 0.6084 374/2279 [===>..........................] - ETA: 9:42 - loss: 432.8857 - logits_profile_predictions_loss: 428.9923 - logcount_predictions_loss: 0.6083 375/2279 [===>..........................] - ETA: 9:42 - loss: 432.8834 - logits_profile_predictions_loss: 428.9904 - logcount_predictions_loss: 0.6083 376/2279 [===>..........................] - ETA: 9:41 - loss: 432.8807 - logits_profile_predictions_loss: 428.9881 - logcount_predictions_loss: 0.6082 377/2279 [===>..........................] - ETA: 9:41 - loss: 432.8783 - logits_profile_predictions_loss: 428.9860 - logcount_predictions_loss: 0.6082 378/2279 [===>..........................] - ETA: 9:41 - loss: 432.8755 - logits_profile_predictions_loss: 428.9836 - logcount_predictions_loss: 0.6081 379/2279 [===>..........................] - ETA: 9:41 - loss: 432.8730 - logits_profile_predictions_loss: 428.9815 - logcount_predictions_loss: 0.6080 380/2279 [====>.........................] - ETA: 9:40 - loss: 432.8707 - logits_profile_predictions_loss: 428.9795 - logcount_predictions_loss: 0.6080 381/2279 [====>.........................] - ETA: 9:40 - loss: 432.8680 - logits_profile_predictions_loss: 428.9773 - logcount_predictions_loss: 0.6079 382/2279 [====>.........................] - ETA: 9:40 - loss: 432.8650 - logits_profile_predictions_loss: 428.9746 - logcount_predictions_loss: 0.6079 383/2279 [====>.........................] - ETA: 9:39 - loss: 432.8620 - logits_profile_predictions_loss: 428.9721 - logcount_predictions_loss: 0.6078 384/2279 [====>.........................] - ETA: 9:39 - loss: 432.8591 - logits_profile_predictions_loss: 428.9694 - logcount_predictions_loss: 0.6078 385/2279 [====>.........................] - ETA: 9:39 - loss: 432.8561 - logits_profile_predictions_loss: 428.9669 - logcount_predictions_loss: 0.6077 386/2279 [====>.........................] - ETA: 9:38 - loss: 432.8541 - logits_profile_predictions_loss: 428.9652 - logcount_predictions_loss: 0.6076 387/2279 [====>.........................] - ETA: 9:38 - loss: 432.8524 - logits_profile_predictions_loss: 428.9638 - logcount_predictions_loss: 0.6076 388/2279 [====>.........................] - ETA: 9:38 - loss: 432.8510 - logits_profile_predictions_loss: 428.9627 - logcount_predictions_loss: 0.6075 389/2279 [====>.........................] - ETA: 9:38 - loss: 432.8497 - logits_profile_predictions_loss: 428.9618 - logcount_predictions_loss: 0.6075 390/2279 [====>.........................] - ETA: 9:37 - loss: 432.8485 - logits_profile_predictions_loss: 428.9609 - logcount_predictions_loss: 0.6074 391/2279 [====>.........................] - ETA: 9:37 - loss: 432.8470 - logits_profile_predictions_loss: 428.9597 - logcount_predictions_loss: 0.6074 392/2279 [====>.........................] - ETA: 9:37 - loss: 432.8458 - logits_profile_predictions_loss: 428.9589 - logcount_predictions_loss: 0.6073 393/2279 [====>.........................] - ETA: 9:36 - loss: 432.8451 - logits_profile_predictions_loss: 428.9584 - logcount_predictions_loss: 0.6073 394/2279 [====>.........................] - ETA: 9:36 - loss: 432.8444 - logits_profile_predictions_loss: 428.9581 - logcount_predictions_loss: 0.6072 395/2279 [====>.........................] - ETA: 9:36 - loss: 432.8439 - logits_profile_predictions_loss: 428.9579 - logcount_predictions_loss: 0.6072 396/2279 [====>.........................] - ETA: 9:35 - loss: 432.8427 - logits_profile_predictions_loss: 428.9570 - logcount_predictions_loss: 0.6071 397/2279 [====>.........................] - ETA: 9:35 - loss: 432.8414 - logits_profile_predictions_loss: 428.9560 - logcount_predictions_loss: 0.6071 398/2279 [====>.........................] - ETA: 9:35 - loss: 432.8401 - logits_profile_predictions_loss: 428.9550 - logcount_predictions_loss: 0.6070 399/2279 [====>.........................] - ETA: 9:35 - loss: 432.8392 - logits_profile_predictions_loss: 428.9544 - logcount_predictions_loss: 0.6070 400/2279 [====>.........................] - ETA: 9:34 - loss: 432.8380 - logits_profile_predictions_loss: 428.9535 - logcount_predictions_loss: 0.6070 401/2279 [====>.........................] - ETA: 9:34 - loss: 432.8370 - logits_profile_predictions_loss: 428.9528 - logcount_predictions_loss: 0.6069 402/2279 [====>.........................] - ETA: 9:34 - loss: 432.8360 - logits_profile_predictions_loss: 428.9521 - logcount_predictions_loss: 0.6069 403/2279 [====>.........................] - ETA: 9:33 - loss: 432.8355 - logits_profile_predictions_loss: 428.9519 - logcount_predictions_loss: 0.6068 404/2279 [====>.........................] - ETA: 9:33 - loss: 432.8347 - logits_profile_predictions_loss: 428.9514 - logcount_predictions_loss: 0.6068 405/2279 [====>.........................] - ETA: 9:33 - loss: 432.8340 - logits_profile_predictions_loss: 428.9510 - logcount_predictions_loss: 0.6067 406/2279 [====>.........................] - ETA: 9:32 - loss: 432.8336 - logits_profile_predictions_loss: 428.9509 - logcount_predictions_loss: 0.6067 407/2279 [====>.........................] - ETA: 9:32 - loss: 432.8337 - logits_profile_predictions_loss: 428.9513 - logcount_predictions_loss: 0.6066 408/2279 [====>.........................] - ETA: 9:32 - loss: 432.8335 - logits_profile_predictions_loss: 428.9513 - logcount_predictions_loss: 0.6066 409/2279 [====>.........................] - ETA: 9:32 - loss: 432.8332 - logits_profile_predictions_loss: 428.9513 - logcount_predictions_loss: 0.6065 410/2279 [====>.........................] - ETA: 9:31 - loss: 432.8330 - logits_profile_predictions_loss: 428.9514 - logcount_predictions_loss: 0.6065 411/2279 [====>.........................] - ETA: 9:31 - loss: 432.8331 - logits_profile_predictions_loss: 428.9517 - logcount_predictions_loss: 0.6065 412/2279 [====>.........................] - ETA: 9:31 - loss: 432.8325 - logits_profile_predictions_loss: 428.9514 - logcount_predictions_loss: 0.6064 413/2279 [====>.........................] - ETA: 9:30 - loss: 432.8327 - logits_profile_predictions_loss: 428.9519 - logcount_predictions_loss: 0.6064 414/2279 [====>.........................] - ETA: 9:30 - loss: 432.8333 - logits_profile_predictions_loss: 428.9527 - logcount_predictions_loss: 0.6063 415/2279 [====>.........................] - ETA: 9:30 - loss: 432.8342 - logits_profile_predictions_loss: 428.9539 - logcount_predictions_loss: 0.6063 416/2279 [====>.........................] - ETA: 9:29 - loss: 432.8354 - logits_profile_predictions_loss: 428.9554 - logcount_predictions_loss: 0.6063 417/2279 [====>.........................] - ETA: 9:29 - loss: 432.8362 - logits_profile_predictions_loss: 428.9564 - logcount_predictions_loss: 0.6062 418/2279 [====>.........................] - ETA: 9:29 - loss: 432.8374 - logits_profile_predictions_loss: 428.9579 - logcount_predictions_loss: 0.6062 419/2279 [====>.........................] - ETA: 9:28 - loss: 432.8387 - logits_profile_predictions_loss: 428.9595 - logcount_predictions_loss: 0.6061 420/2279 [====>.........................] - ETA: 9:28 - loss: 432.8403 - logits_profile_predictions_loss: 428.9614 - logcount_predictions_loss: 0.6061 421/2279 [====>.........................] - ETA: 9:28 - loss: 432.8422 - logits_profile_predictions_loss: 428.9635 - logcount_predictions_loss: 0.6060 422/2279 [====>.........................] - ETA: 9:28 - loss: 432.8436 - logits_profile_predictions_loss: 428.9653 - logcount_predictions_loss: 0.6060 423/2279 [====>.........................] - ETA: 9:27 - loss: 432.8449 - logits_profile_predictions_loss: 428.9668 - logcount_predictions_loss: 0.6060 424/2279 [====>.........................] - ETA: 9:27 - loss: 432.8460 - logits_profile_predictions_loss: 428.9682 - logcount_predictions_loss: 0.6059 425/2279 [====>.........................] - ETA: 9:27 - loss: 432.8470 - logits_profile_predictions_loss: 428.9694 - logcount_predictions_loss: 0.6059 426/2279 [====>.........................] - ETA: 9:26 - loss: 432.8480 - logits_profile_predictions_loss: 428.9707 - logcount_predictions_loss: 0.6058 427/2279 [====>.........................] - ETA: 9:26 - loss: 432.8493 - logits_profile_predictions_loss: 428.9723 - logcount_predictions_loss: 0.6058 428/2279 [====>.........................] - ETA: 9:26 - loss: 432.8514 - logits_profile_predictions_loss: 428.9746 - logcount_predictions_loss: 0.6057 429/2279 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[============================>.] - ETA: 9s - loss: 435.1267 - logits_profile_predictions_loss: 431.3327 - logcount_predictions_loss: 0.5929 2250/2279 [============================>.] - ETA: 8s - loss: 435.1275 - logits_profile_predictions_loss: 431.3335 - logcount_predictions_loss: 0.5929 2251/2279 [============================>.] - ETA: 8s - loss: 435.1283 - logits_profile_predictions_loss: 431.3343 - logcount_predictions_loss: 0.5929 2252/2279 [============================>.] - ETA: 8s - loss: 435.1291 - logits_profile_predictions_loss: 431.3351 - logcount_predictions_loss: 0.5929 2253/2279 [============================>.] - ETA: 7s - loss: 435.1299 - logits_profile_predictions_loss: 431.3359 - logcount_predictions_loss: 0.5929 2254/2279 [============================>.] - ETA: 7s - loss: 435.1306 - logits_profile_predictions_loss: 431.3366 - logcount_predictions_loss: 0.5929 2255/2279 [============================>.] - ETA: 7s - loss: 435.1314 - logits_profile_predictions_loss: 431.3374 - logcount_predictions_loss: 0.5929 2256/2279 [============================>.] - ETA: 7s - loss: 435.1322 - logits_profile_predictions_loss: 431.3383 - logcount_predictions_loss: 0.5929 2257/2279 [============================>.] - ETA: 6s - loss: 435.1330 - logits_profile_predictions_loss: 431.3391 - logcount_predictions_loss: 0.5929 2258/2279 [============================>.] - ETA: 6s - loss: 435.1338 - logits_profile_predictions_loss: 431.3399 - logcount_predictions_loss: 0.5929 2259/2279 [============================>.] - ETA: 6s - loss: 435.1346 - logits_profile_predictions_loss: 431.3407 - logcount_predictions_loss: 0.5929 2260/2279 [============================>.] - ETA: 5s - loss: 435.1354 - logits_profile_predictions_loss: 431.3415 - logcount_predictions_loss: 0.5929 2261/2279 [============================>.] - ETA: 5s - loss: 435.1362 - logits_profile_predictions_loss: 431.3423 - logcount_predictions_loss: 0.5929 2262/2279 [============================>.] - ETA: 5s - loss: 435.1370 - logits_profile_predictions_loss: 431.3431 - logcount_predictions_loss: 0.5929 2263/2279 [============================>.] - ETA: 4s - loss: 435.1377 - logits_profile_predictions_loss: 431.3439 - logcount_predictions_loss: 0.5929 2264/2279 [============================>.] - ETA: 4s - loss: 435.1385 - logits_profile_predictions_loss: 431.3446 - logcount_predictions_loss: 0.5929 2265/2279 [============================>.] - ETA: 4s - loss: 435.1393 - logits_profile_predictions_loss: 431.3454 - logcount_predictions_loss: 0.5929 2266/2279 [============================>.] - ETA: 3s - loss: 435.1400 - logits_profile_predictions_loss: 431.3462 - logcount_predictions_loss: 0.5929 2267/2279 [============================>.] - ETA: 3s - loss: 435.1408 - logits_profile_predictions_loss: 431.3470 - logcount_predictions_loss: 0.5929 2268/2279 [============================>.] - ETA: 3s - loss: 435.1416 - logits_profile_predictions_loss: 431.3478 - logcount_predictions_loss: 0.5929 2269/2279 [============================>.] - ETA: 3s - loss: 435.1424 - logits_profile_predictions_loss: 431.3485 - logcount_predictions_loss: 0.5928 2270/2279 [============================>.] - ETA: 2s - loss: 435.1431 - logits_profile_predictions_loss: 431.3493 - logcount_predictions_loss: 0.5928 2271/2279 [============================>.] - ETA: 2s - loss: 435.1439 - logits_profile_predictions_loss: 431.3501 - logcount_predictions_loss: 0.5928 2272/2279 [============================>.] - ETA: 2s - loss: 435.1447 - logits_profile_predictions_loss: 431.3509 - logcount_predictions_loss: 0.5928 2273/2279 [============================>.] - ETA: 1s - loss: 435.1455 - logits_profile_predictions_loss: 431.3517 - logcount_predictions_loss: 0.5928 2274/2279 [============================>.] - ETA: 1s - loss: 435.1463 - logits_profile_predictions_loss: 431.3525 - logcount_predictions_loss: 0.5928 2275/2279 [============================>.] - ETA: 1s - loss: 435.1471 - logits_profile_predictions_loss: 431.3533 - logcount_predictions_loss: 0.5928 2276/2279 [============================>.] - ETA: 0s - loss: 435.1479 - logits_profile_predictions_loss: 431.3542 - logcount_predictions_loss: 0.5928 2277/2279 [============================>.] - ETA: 0s - loss: 435.1487 - logits_profile_predictions_loss: 431.3550 - logcount_predictions_loss: 0.5928 2278/2279 [============================>.] - ETA: 0s - loss: 435.1496 - logits_profile_predictions_loss: 431.3559 - logcount_predictions_loss: 0.5928 2279/2279 [==============================] - ETA: 0s - loss: 435.1504 - logits_profile_predictions_loss: 431.3567 - logcount_predictions_loss: 0.5928 2279/2279 [==============================] - 727s 319ms/step - loss: 435.1513 - logits_profile_predictions_loss: 431.3576 - logcount_predictions_loss: 0.5928 - val_loss: 461.8942 - val_logits_profile_predictions_loss: 458.1580 - val_logcount_predictions_loss: 0.5838 Epoch 00014: val_loss did not improve from 459.29706 Epoch 15/50 1/2279 [..............................] - ETA: 12:08 - loss: 385.3430 - logits_profile_predictions_loss: 381.3953 - logcount_predictions_loss: 0.6168 2/2279 [..............................] - ETA: 11:31 - loss: 400.9497 - logits_profile_predictions_loss: 397.1258 - logcount_predictions_loss: 0.5975 3/2279 [..............................] - ETA: 11:31 - loss: 407.8879 - logits_profile_predictions_loss: 404.0218 - logcount_predictions_loss: 0.6041 4/2279 [..............................] - ETA: 11:31 - loss: 407.1978 - logits_profile_predictions_loss: 403.3685 - logcount_predictions_loss: 0.5983 5/2279 [..............................] - ETA: 11:31 - loss: 415.3823 - logits_profile_predictions_loss: 411.6119 - logcount_predictions_loss: 0.5891 6/2279 [..............................] - ETA: 11:31 - loss: 420.6024 - logits_profile_predictions_loss: 416.8788 - logcount_predictions_loss: 0.5818 7/2279 [..............................] - ETA: 11:31 - loss: 421.5270 - logits_profile_predictions_loss: 417.8279 - logcount_predictions_loss: 0.5780 8/2279 [..............................] - ETA: 11:31 - loss: 424.4101 - logits_profile_predictions_loss: 420.7077 - logcount_predictions_loss: 0.5785 9/2279 [..............................] - ETA: 11:30 - loss: 426.5094 - logits_profile_predictions_loss: 422.7978 - logcount_predictions_loss: 0.5799 10/2279 [..............................] - ETA: 11:30 - loss: 428.7824 - logits_profile_predictions_loss: 425.0752 - logcount_predictions_loss: 0.5792 11/2279 [..............................] - ETA: 11:30 - loss: 430.3268 - logits_profile_predictions_loss: 426.6255 - logcount_predictions_loss: 0.5783 12/2279 [..............................] - ETA: 11:30 - loss: 431.5391 - logits_profile_predictions_loss: 427.8324 - logcount_predictions_loss: 0.5792 13/2279 [..............................] - ETA: 11:29 - loss: 432.4122 - logits_profile_predictions_loss: 428.7049 - logcount_predictions_loss: 0.5793 14/2279 [..............................] - ETA: 11:29 - loss: 433.3141 - logits_profile_predictions_loss: 429.5977 - logcount_predictions_loss: 0.5807 15/2279 [..............................] - ETA: 11:29 - loss: 433.6639 - logits_profile_predictions_loss: 429.9407 - logcount_predictions_loss: 0.5818 16/2279 [..............................] - ETA: 11:29 - loss: 433.8941 - logits_profile_predictions_loss: 430.1690 - logcount_predictions_loss: 0.5821 17/2279 [..............................] - ETA: 11:28 - loss: 434.0946 - logits_profile_predictions_loss: 430.3644 - logcount_predictions_loss: 0.5829 18/2279 [..............................] - ETA: 11:28 - loss: 434.0129 - logits_profile_predictions_loss: 430.2827 - logcount_predictions_loss: 0.5828 19/2279 [..............................] - ETA: 11:28 - loss: 434.0593 - logits_profile_predictions_loss: 430.3249 - logcount_predictions_loss: 0.5835 20/2279 [..............................] - ETA: 11:28 - loss: 434.1229 - logits_profile_predictions_loss: 430.3767 - logcount_predictions_loss: 0.5853 21/2279 [..............................] - ETA: 11:27 - loss: 434.2139 - logits_profile_predictions_loss: 430.4575 - logcount_predictions_loss: 0.5869 22/2279 [..............................] - ETA: 11:27 - loss: 434.2753 - logits_profile_predictions_loss: 430.5094 - logcount_predictions_loss: 0.5884 23/2279 [..............................] - ETA: 11:27 - loss: 434.5044 - logits_profile_predictions_loss: 430.7283 - logcount_predictions_loss: 0.5900 24/2279 [..............................] - ETA: 11:26 - loss: 434.8340 - logits_profile_predictions_loss: 431.0478 - logcount_predictions_loss: 0.5916 25/2279 [..............................] - ETA: 11:26 - loss: 435.0673 - logits_profile_predictions_loss: 431.2730 - logcount_predictions_loss: 0.5929 26/2279 [..............................] - ETA: 11:26 - loss: 435.3366 - logits_profile_predictions_loss: 431.5356 - logcount_predictions_loss: 0.5939 27/2279 [..............................] - ETA: 11:26 - loss: 435.6049 - logits_profile_predictions_loss: 431.7977 - logcount_predictions_loss: 0.5949 28/2279 [..............................] - ETA: 11:25 - loss: 435.8901 - logits_profile_predictions_loss: 432.0765 - logcount_predictions_loss: 0.5959 29/2279 [..............................] - ETA: 11:25 - loss: 436.1903 - logits_profile_predictions_loss: 432.3724 - logcount_predictions_loss: 0.5965 30/2279 [..............................] - ETA: 11:25 - loss: 436.4792 - logits_profile_predictions_loss: 432.6585 - logcount_predictions_loss: 0.5970 31/2279 [..............................] - ETA: 11:24 - loss: 436.8525 - logits_profile_predictions_loss: 433.0307 - logcount_predictions_loss: 0.5972 32/2279 [..............................] - ETA: 11:24 - loss: 437.1417 - logits_profile_predictions_loss: 433.3182 - logcount_predictions_loss: 0.5974 33/2279 [..............................] - ETA: 11:24 - loss: 437.3559 - logits_profile_predictions_loss: 433.5312 - logcount_predictions_loss: 0.5976 34/2279 [..............................] - ETA: 11:24 - loss: 437.6354 - logits_profile_predictions_loss: 433.8095 - logcount_predictions_loss: 0.5978 35/2279 [..............................] - ETA: 11:23 - loss: 437.8911 - logits_profile_predictions_loss: 434.0634 - logcount_predictions_loss: 0.5981 36/2279 [..............................] - ETA: 11:23 - loss: 438.1397 - logits_profile_predictions_loss: 434.3099 - logcount_predictions_loss: 0.5984 37/2279 [..............................] - ETA: 11:23 - loss: 438.3555 - logits_profile_predictions_loss: 434.5241 - logcount_predictions_loss: 0.5987 38/2279 [..............................] - ETA: 11:23 - loss: 438.5347 - logits_profile_predictions_loss: 434.7023 - logcount_predictions_loss: 0.5988 39/2279 [..............................] - ETA: 11:22 - loss: 438.6884 - logits_profile_predictions_loss: 434.8547 - logcount_predictions_loss: 0.5990 40/2279 [..............................] - ETA: 11:22 - loss: 438.7863 - logits_profile_predictions_loss: 434.9524 - logcount_predictions_loss: 0.5991 41/2279 [..............................] - ETA: 11:22 - loss: 438.8290 - logits_profile_predictions_loss: 434.9954 - logcount_predictions_loss: 0.5990 42/2279 [..............................] - ETA: 11:21 - loss: 438.8679 - logits_profile_predictions_loss: 435.0348 - logcount_predictions_loss: 0.5989 43/2279 [..............................] - ETA: 11:21 - loss: 438.8942 - logits_profile_predictions_loss: 435.0616 - logcount_predictions_loss: 0.5988 44/2279 [..............................] - ETA: 11:21 - loss: 438.9299 - logits_profile_predictions_loss: 435.0973 - logcount_predictions_loss: 0.5988 45/2279 [..............................] - ETA: 11:20 - loss: 438.9362 - logits_profile_predictions_loss: 435.1046 - logcount_predictions_loss: 0.5987 46/2279 [..............................] - ETA: 11:20 - loss: 438.9489 - logits_profile_predictions_loss: 435.1181 - logcount_predictions_loss: 0.5986 47/2279 [..............................] - ETA: 11:20 - loss: 438.9658 - logits_profile_predictions_loss: 435.1361 - logcount_predictions_loss: 0.5984 48/2279 [..............................] - ETA: 11:20 - loss: 438.9621 - logits_profile_predictions_loss: 435.1340 - logcount_predictions_loss: 0.5981 49/2279 [..............................] - ETA: 11:19 - loss: 438.9257 - logits_profile_predictions_loss: 435.0984 - logcount_predictions_loss: 0.5980 50/2279 [..............................] - ETA: 11:19 - loss: 438.8680 - logits_profile_predictions_loss: 435.0420 - logcount_predictions_loss: 0.5978 51/2279 [..............................] - ETA: 11:19 - loss: 438.8000 - logits_profile_predictions_loss: 434.9756 - logcount_predictions_loss: 0.5976 52/2279 [..............................] - ETA: 11:18 - loss: 438.7349 - logits_profile_predictions_loss: 434.9125 - logcount_predictions_loss: 0.5973 53/2279 [..............................] - ETA: 11:18 - loss: 438.6677 - logits_profile_predictions_loss: 434.8469 - logcount_predictions_loss: 0.5970 54/2279 [..............................] - ETA: 11:18 - loss: 438.5867 - logits_profile_predictions_loss: 434.7677 - logcount_predictions_loss: 0.5967 55/2279 [..............................] - ETA: 11:18 - loss: 438.4968 - logits_profile_predictions_loss: 434.6796 - logcount_predictions_loss: 0.5964 56/2279 [..............................] - ETA: 11:17 - loss: 438.4035 - logits_profile_predictions_loss: 434.5883 - logcount_predictions_loss: 0.5961 57/2279 [..............................] - ETA: 11:17 - loss: 438.3405 - logits_profile_predictions_loss: 434.5271 - logcount_predictions_loss: 0.5958 58/2279 [..............................] - ETA: 11:17 - loss: 438.2909 - logits_profile_predictions_loss: 434.4795 - logcount_predictions_loss: 0.5955 59/2279 [..............................] - ETA: 11:16 - loss: 438.2441 - logits_profile_predictions_loss: 434.4345 - logcount_predictions_loss: 0.5952 60/2279 [..............................] - ETA: 11:16 - loss: 438.1865 - logits_profile_predictions_loss: 434.3792 - logcount_predictions_loss: 0.5949 61/2279 [..............................] - ETA: 11:16 - loss: 438.1613 - logits_profile_predictions_loss: 434.3563 - logcount_predictions_loss: 0.5945 62/2279 [..............................] - ETA: 11:16 - loss: 438.1225 - logits_profile_predictions_loss: 434.3201 - logcount_predictions_loss: 0.5941 63/2279 [..............................] - ETA: 11:15 - loss: 438.1102 - logits_profile_predictions_loss: 434.3100 - logcount_predictions_loss: 0.5938 64/2279 [..............................] - ETA: 11:15 - loss: 438.1139 - logits_profile_predictions_loss: 434.3158 - logcount_predictions_loss: 0.5934 65/2279 [..............................] - ETA: 11:15 - loss: 438.1170 - logits_profile_predictions_loss: 434.3209 - logcount_predictions_loss: 0.5931 66/2279 [..............................] - ETA: 11:14 - loss: 438.1260 - logits_profile_predictions_loss: 434.3321 - logcount_predictions_loss: 0.5928 67/2279 [..............................] - ETA: 11:14 - loss: 438.1304 - logits_profile_predictions_loss: 434.3384 - logcount_predictions_loss: 0.5925 68/2279 [..............................] - ETA: 11:14 - loss: 438.1269 - logits_profile_predictions_loss: 434.3366 - logcount_predictions_loss: 0.5922 69/2279 [..............................] - ETA: 11:13 - loss: 438.1071 - logits_profile_predictions_loss: 434.3181 - logcount_predictions_loss: 0.5920 70/2279 [..............................] - ETA: 11:13 - loss: 438.1161 - logits_profile_predictions_loss: 434.3282 - logcount_predictions_loss: 0.5919 71/2279 [..............................] - ETA: 11:13 - loss: 438.1345 - logits_profile_predictions_loss: 434.3477 - logcount_predictions_loss: 0.5917 72/2279 [..............................] - ETA: 11:13 - loss: 438.1389 - logits_profile_predictions_loss: 434.3532 - logcount_predictions_loss: 0.5915 73/2279 [..............................] - ETA: 11:12 - loss: 438.1475 - logits_profile_predictions_loss: 434.3630 - logcount_predictions_loss: 0.5913 74/2279 [..............................] - ETA: 11:12 - loss: 438.1571 - logits_profile_predictions_loss: 434.3739 - logcount_predictions_loss: 0.5911 75/2279 [..............................] - ETA: 11:12 - loss: 438.1816 - logits_profile_predictions_loss: 434.3998 - logcount_predictions_loss: 0.5909 76/2279 [>.............................] - ETA: 11:11 - loss: 438.2300 - logits_profile_predictions_loss: 434.4493 - logcount_predictions_loss: 0.5907 77/2279 [>.............................] - ETA: 11:11 - loss: 438.2782 - logits_profile_predictions_loss: 434.4984 - logcount_predictions_loss: 0.5906 78/2279 [>.............................] - ETA: 11:11 - loss: 438.3297 - logits_profile_predictions_loss: 434.5510 - logcount_predictions_loss: 0.5904 79/2279 [>.............................] - ETA: 11:11 - loss: 438.3780 - logits_profile_predictions_loss: 434.6002 - logcount_predictions_loss: 0.5903 80/2279 [>.............................] - ETA: 11:10 - loss: 438.4333 - logits_profile_predictions_loss: 434.6566 - logcount_predictions_loss: 0.5901 81/2279 [>.............................] - ETA: 11:10 - loss: 438.4850 - logits_profile_predictions_loss: 434.7094 - logcount_predictions_loss: 0.5899 82/2279 [>.............................] - ETA: 11:10 - loss: 438.5260 - logits_profile_predictions_loss: 434.7517 - logcount_predictions_loss: 0.5897 83/2279 [>.............................] - ETA: 11:10 - loss: 438.5615 - logits_profile_predictions_loss: 434.7886 - logcount_predictions_loss: 0.5895 84/2279 [>.............................] - ETA: 11:09 - loss: 438.5962 - logits_profile_predictions_loss: 434.8246 - logcount_predictions_loss: 0.5893 85/2279 [>.............................] - ETA: 11:09 - loss: 438.6246 - logits_profile_predictions_loss: 434.8543 - logcount_predictions_loss: 0.5891 86/2279 [>.............................] - ETA: 11:09 - loss: 438.6387 - logits_profile_predictions_loss: 434.8696 - logcount_predictions_loss: 0.5889 87/2279 [>.............................] - ETA: 11:08 - loss: 438.6398 - logits_profile_predictions_loss: 434.8720 - logcount_predictions_loss: 0.5887 88/2279 [>.............................] - ETA: 11:08 - loss: 438.6504 - logits_profile_predictions_loss: 434.8838 - logcount_predictions_loss: 0.5885 89/2279 [>.............................] - ETA: 11:08 - loss: 438.6647 - logits_profile_predictions_loss: 434.8994 - logcount_predictions_loss: 0.5883 90/2279 [>.............................] - ETA: 11:08 - loss: 438.6825 - logits_profile_predictions_loss: 434.9184 - logcount_predictions_loss: 0.5881 91/2279 [>.............................] - ETA: 11:07 - loss: 438.6964 - logits_profile_predictions_loss: 434.9335 - logcount_predictions_loss: 0.5879 92/2279 [>.............................] - ETA: 11:07 - loss: 438.7179 - logits_profile_predictions_loss: 434.9562 - logcount_predictions_loss: 0.5878 93/2279 [>.............................] - ETA: 11:07 - loss: 438.7436 - logits_profile_predictions_loss: 434.9828 - logcount_predictions_loss: 0.5876 94/2279 [>.............................] - ETA: 11:06 - loss: 438.7654 - logits_profile_predictions_loss: 435.0056 - logcount_predictions_loss: 0.5875 95/2279 [>.............................] - ETA: 11:06 - loss: 438.7900 - logits_profile_predictions_loss: 435.0311 - logcount_predictions_loss: 0.5873 96/2279 [>.............................] - ETA: 11:06 - loss: 438.8143 - logits_profile_predictions_loss: 435.0563 - logcount_predictions_loss: 0.5872 97/2279 [>.............................] - ETA: 11:05 - loss: 438.8309 - logits_profile_predictions_loss: 435.0736 - logcount_predictions_loss: 0.5871 98/2279 [>.............................] - ETA: 11:05 - loss: 438.8430 - logits_profile_predictions_loss: 435.0865 - logcount_predictions_loss: 0.5869 99/2279 [>.............................] - ETA: 11:05 - loss: 438.8448 - logits_profile_predictions_loss: 435.0892 - logcount_predictions_loss: 0.5868 100/2279 [>.............................] - ETA: 11:05 - loss: 438.8474 - logits_profile_predictions_loss: 435.0928 - logcount_predictions_loss: 0.5867 101/2279 [>.............................] - ETA: 11:04 - loss: 438.8586 - logits_profile_predictions_loss: 435.1048 - logcount_predictions_loss: 0.5865 102/2279 [>.............................] - ETA: 11:04 - loss: 438.8750 - logits_profile_predictions_loss: 435.1220 - logcount_predictions_loss: 0.5864 103/2279 [>.............................] - ETA: 11:04 - loss: 438.8884 - logits_profile_predictions_loss: 435.1360 - logcount_predictions_loss: 0.5863 104/2279 [>.............................] - ETA: 11:03 - loss: 438.8979 - logits_profile_predictions_loss: 435.1462 - logcount_predictions_loss: 0.5862 105/2279 [>.............................] - ETA: 11:03 - loss: 438.9105 - logits_profile_predictions_loss: 435.1595 - logcount_predictions_loss: 0.5861 106/2279 [>.............................] - ETA: 11:03 - loss: 438.9280 - logits_profile_predictions_loss: 435.1775 - logcount_predictions_loss: 0.5860 107/2279 [>.............................] - ETA: 11:02 - loss: 438.9438 - logits_profile_predictions_loss: 435.1939 - logcount_predictions_loss: 0.5859 108/2279 [>.............................] - ETA: 11:02 - loss: 438.9603 - logits_profile_predictions_loss: 435.2111 - logcount_predictions_loss: 0.5858 109/2279 [>.............................] - ETA: 11:02 - loss: 438.9742 - logits_profile_predictions_loss: 435.2257 - logcount_predictions_loss: 0.5857 110/2279 [>.............................] - ETA: 11:02 - loss: 438.9929 - logits_profile_predictions_loss: 435.2453 - logcount_predictions_loss: 0.5856 111/2279 [>.............................] - ETA: 11:01 - loss: 439.0154 - 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logits_profile_predictions_loss: 434.5410 - logcount_predictions_loss: 0.5780 268/2279 [==>...........................] - ETA: 10:14 - loss: 438.2204 - logits_profile_predictions_loss: 434.5214 - logcount_predictions_loss: 0.5780 269/2279 [==>...........................] - ETA: 10:14 - loss: 438.2008 - logits_profile_predictions_loss: 434.5020 - logcount_predictions_loss: 0.5779 270/2279 [==>...........................] - ETA: 10:14 - loss: 438.1802 - logits_profile_predictions_loss: 434.4817 - logcount_predictions_loss: 0.5779 271/2279 [==>...........................] - ETA: 10:13 - loss: 438.1605 - logits_profile_predictions_loss: 434.4622 - logcount_predictions_loss: 0.5778 272/2279 [==>...........................] - ETA: 10:13 - loss: 438.1424 - logits_profile_predictions_loss: 434.4443 - logcount_predictions_loss: 0.5778 273/2279 [==>...........................] - ETA: 10:13 - loss: 438.1233 - logits_profile_predictions_loss: 434.4254 - logcount_predictions_loss: 0.5778 274/2279 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logits_profile_predictions_loss: 434.3035 - logcount_predictions_loss: 0.5776 281/2279 [==>...........................] - ETA: 10:10 - loss: 437.9829 - logits_profile_predictions_loss: 434.2865 - logcount_predictions_loss: 0.5776 282/2279 [==>...........................] - ETA: 10:10 - loss: 437.9659 - logits_profile_predictions_loss: 434.2696 - logcount_predictions_loss: 0.5775 283/2279 [==>...........................] - ETA: 10:10 - loss: 437.9486 - logits_profile_predictions_loss: 434.2524 - logcount_predictions_loss: 0.5775 284/2279 [==>...........................] - ETA: 10:09 - loss: 437.9328 - logits_profile_predictions_loss: 434.2369 - logcount_predictions_loss: 0.5775 285/2279 [==>...........................] - ETA: 10:09 - loss: 437.9171 - logits_profile_predictions_loss: 434.2213 - logcount_predictions_loss: 0.5775 286/2279 [==>...........................] - ETA: 10:09 - loss: 437.9015 - logits_profile_predictions_loss: 434.2059 - logcount_predictions_loss: 0.5774 287/2279 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[==>...........................] - ETA: 10:05 - loss: 437.7342 - logits_profile_predictions_loss: 434.0405 - logcount_predictions_loss: 0.5771 301/2279 [==>...........................] - ETA: 10:04 - loss: 437.7211 - logits_profile_predictions_loss: 434.0274 - logcount_predictions_loss: 0.5771 302/2279 [==>...........................] - ETA: 10:04 - loss: 437.7078 - logits_profile_predictions_loss: 434.0143 - logcount_predictions_loss: 0.5771 303/2279 [==>...........................] - ETA: 10:04 - loss: 437.6955 - logits_profile_predictions_loss: 434.0021 - logcount_predictions_loss: 0.5771 304/2279 [===>..........................] - ETA: 10:03 - loss: 437.6828 - logits_profile_predictions_loss: 433.9896 - logcount_predictions_loss: 0.5771 305/2279 [===>..........................] - ETA: 10:03 - loss: 437.6694 - logits_profile_predictions_loss: 433.9763 - logcount_predictions_loss: 0.5770 306/2279 [===>..........................] - ETA: 10:03 - loss: 437.6553 - 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[===>..........................] - ETA: 10:01 - loss: 437.5615 - logits_profile_predictions_loss: 433.8694 - logcount_predictions_loss: 0.5769 314/2279 [===>..........................] - ETA: 10:00 - loss: 437.5504 - logits_profile_predictions_loss: 433.8585 - logcount_predictions_loss: 0.5768 315/2279 [===>..........................] - ETA: 10:00 - loss: 437.5392 - logits_profile_predictions_loss: 433.8474 - logcount_predictions_loss: 0.5768 316/2279 [===>..........................] - ETA: 10:00 - loss: 437.5276 - logits_profile_predictions_loss: 433.8359 - logcount_predictions_loss: 0.5768 317/2279 [===>..........................] - ETA: 9:59 - loss: 437.5162 - logits_profile_predictions_loss: 433.8247 - logcount_predictions_loss: 0.5768  318/2279 [===>..........................] - ETA: 9:59 - loss: 437.5036 - logits_profile_predictions_loss: 433.8122 - logcount_predictions_loss: 0.5768 319/2279 [===>..........................] - ETA: 9:59 - loss: 437.4909 - 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[===>..........................] - ETA: 9:57 - loss: 437.4159 - logits_profile_predictions_loss: 433.7257 - logcount_predictions_loss: 0.5766 327/2279 [===>..........................] - ETA: 9:56 - loss: 437.4060 - logits_profile_predictions_loss: 433.7160 - logcount_predictions_loss: 0.5766 328/2279 [===>..........................] - ETA: 9:56 - loss: 437.3960 - logits_profile_predictions_loss: 433.7061 - logcount_predictions_loss: 0.5765 329/2279 [===>..........................] - ETA: 9:56 - loss: 437.3859 - logits_profile_predictions_loss: 433.6961 - logcount_predictions_loss: 0.5765 330/2279 [===>..........................] - ETA: 9:56 - loss: 437.3758 - logits_profile_predictions_loss: 433.6862 - logcount_predictions_loss: 0.5765 331/2279 [===>..........................] - ETA: 9:55 - loss: 437.3654 - logits_profile_predictions_loss: 433.6759 - logcount_predictions_loss: 0.5765 332/2279 [===>..........................] - ETA: 9:55 - loss: 437.3552 - logits_profile_predictions_loss: 433.6658 - logcount_predictions_loss: 0.5764 333/2279 [===>..........................] - ETA: 9:55 - loss: 437.3452 - logits_profile_predictions_loss: 433.6559 - logcount_predictions_loss: 0.5764 334/2279 [===>..........................] - ETA: 9:54 - loss: 437.3350 - logits_profile_predictions_loss: 433.6459 - logcount_predictions_loss: 0.5764 335/2279 [===>..........................] - ETA: 9:54 - loss: 437.3248 - logits_profile_predictions_loss: 433.6358 - logcount_predictions_loss: 0.5764 336/2279 [===>..........................] - ETA: 9:54 - loss: 437.3144 - logits_profile_predictions_loss: 433.6255 - logcount_predictions_loss: 0.5764 337/2279 [===>..........................] - ETA: 9:53 - loss: 437.3037 - logits_profile_predictions_loss: 433.6150 - logcount_predictions_loss: 0.5764 338/2279 [===>..........................] - ETA: 9:53 - loss: 437.2932 - logits_profile_predictions_loss: 433.6046 - logcount_predictions_loss: 0.5763 339/2279 [===>..........................] - ETA: 9:53 - loss: 437.2829 - logits_profile_predictions_loss: 433.5945 - logcount_predictions_loss: 0.5763 340/2279 [===>..........................] - ETA: 9:52 - loss: 437.2726 - logits_profile_predictions_loss: 433.5843 - logcount_predictions_loss: 0.5763 341/2279 [===>..........................] - ETA: 9:52 - loss: 437.2617 - logits_profile_predictions_loss: 433.5735 - logcount_predictions_loss: 0.5763 342/2279 [===>..........................] - ETA: 9:52 - loss: 437.2506 - logits_profile_predictions_loss: 433.5625 - logcount_predictions_loss: 0.5762 343/2279 [===>..........................] - ETA: 9:52 - loss: 437.2399 - logits_profile_predictions_loss: 433.5520 - logcount_predictions_loss: 0.5762 344/2279 [===>..........................] - ETA: 9:51 - loss: 437.2287 - logits_profile_predictions_loss: 433.5409 - logcount_predictions_loss: 0.5762 345/2279 [===>..........................] - ETA: 9:51 - loss: 437.2181 - logits_profile_predictions_loss: 433.5305 - logcount_predictions_loss: 0.5762 346/2279 [===>..........................] - ETA: 9:51 - loss: 437.2071 - logits_profile_predictions_loss: 433.5196 - logcount_predictions_loss: 0.5762 347/2279 [===>..........................] - ETA: 9:50 - loss: 437.1962 - logits_profile_predictions_loss: 433.5089 - logcount_predictions_loss: 0.5761 348/2279 [===>..........................] - ETA: 9:50 - loss: 437.1853 - logits_profile_predictions_loss: 433.4982 - logcount_predictions_loss: 0.5761 349/2279 [===>..........................] - ETA: 9:50 - loss: 437.1751 - logits_profile_predictions_loss: 433.4881 - logcount_predictions_loss: 0.5761 350/2279 [===>..........................] - ETA: 9:49 - loss: 437.1644 - logits_profile_predictions_loss: 433.4776 - logcount_predictions_loss: 0.5761 351/2279 [===>..........................] - ETA: 9:49 - loss: 437.1538 - logits_profile_predictions_loss: 433.4672 - logcount_predictions_loss: 0.5760 352/2279 [===>..........................] - ETA: 9:49 - loss: 437.1439 - logits_profile_predictions_loss: 433.4573 - logcount_predictions_loss: 0.5760 353/2279 [===>..........................] - ETA: 9:49 - loss: 437.1349 - logits_profile_predictions_loss: 433.4485 - logcount_predictions_loss: 0.5760 354/2279 [===>..........................] - ETA: 9:48 - loss: 437.1261 - logits_profile_predictions_loss: 433.4398 - logcount_predictions_loss: 0.5760 355/2279 [===>..........................] - ETA: 9:48 - loss: 437.1161 - logits_profile_predictions_loss: 433.4300 - logcount_predictions_loss: 0.5759 356/2279 [===>..........................] - ETA: 9:48 - loss: 437.1055 - logits_profile_predictions_loss: 433.4195 - logcount_predictions_loss: 0.5759 357/2279 [===>..........................] - ETA: 9:47 - loss: 437.0947 - logits_profile_predictions_loss: 433.4089 - logcount_predictions_loss: 0.5759 358/2279 [===>..........................] - ETA: 9:47 - loss: 437.0842 - logits_profile_predictions_loss: 433.3985 - logcount_predictions_loss: 0.5759 359/2279 [===>..........................] - ETA: 9:47 - loss: 437.0737 - logits_profile_predictions_loss: 433.3881 - logcount_predictions_loss: 0.5759 360/2279 [===>..........................] - ETA: 9:46 - loss: 437.0636 - logits_profile_predictions_loss: 433.3782 - logcount_predictions_loss: 0.5758 361/2279 [===>..........................] - ETA: 9:46 - loss: 437.0536 - logits_profile_predictions_loss: 433.3683 - logcount_predictions_loss: 0.5758 362/2279 [===>..........................] - ETA: 9:46 - loss: 437.0435 - logits_profile_predictions_loss: 433.3584 - logcount_predictions_loss: 0.5758 363/2279 [===>..........................] - ETA: 9:46 - loss: 437.0330 - logits_profile_predictions_loss: 433.3479 - logcount_predictions_loss: 0.5758 364/2279 [===>..........................] - ETA: 9:45 - loss: 437.0227 - logits_profile_predictions_loss: 433.3378 - logcount_predictions_loss: 0.5758 365/2279 [===>..........................] - ETA: 9:45 - loss: 437.0121 - logits_profile_predictions_loss: 433.3273 - logcount_predictions_loss: 0.5757 366/2279 [===>..........................] - ETA: 9:45 - loss: 437.0016 - logits_profile_predictions_loss: 433.3170 - logcount_predictions_loss: 0.5757 367/2279 [===>..........................] - ETA: 9:44 - loss: 436.9914 - logits_profile_predictions_loss: 433.3069 - logcount_predictions_loss: 0.5757 368/2279 [===>..........................] - ETA: 9:44 - loss: 436.9816 - logits_profile_predictions_loss: 433.2972 - logcount_predictions_loss: 0.5757 369/2279 [===>..........................] - ETA: 9:44 - loss: 436.9714 - logits_profile_predictions_loss: 433.2871 - logcount_predictions_loss: 0.5757 370/2279 [===>..........................] - ETA: 9:43 - loss: 436.9617 - logits_profile_predictions_loss: 433.2775 - logcount_predictions_loss: 0.5756 371/2279 [===>..........................] - ETA: 9:43 - loss: 436.9518 - logits_profile_predictions_loss: 433.2677 - logcount_predictions_loss: 0.5756 372/2279 [===>..........................] - ETA: 9:43 - loss: 436.9423 - logits_profile_predictions_loss: 433.2583 - logcount_predictions_loss: 0.5756 373/2279 [===>..........................] - ETA: 9:42 - loss: 436.9322 - logits_profile_predictions_loss: 433.2483 - logcount_predictions_loss: 0.5756 374/2279 [===>..........................] - ETA: 9:42 - loss: 436.9218 - logits_profile_predictions_loss: 433.2381 - logcount_predictions_loss: 0.5756 375/2279 [===>..........................] - ETA: 9:42 - loss: 436.9117 - logits_profile_predictions_loss: 433.2280 - logcount_predictions_loss: 0.5756 376/2279 [===>..........................] - ETA: 9:42 - loss: 436.9016 - logits_profile_predictions_loss: 433.2181 - logcount_predictions_loss: 0.5755 377/2279 [===>..........................] - ETA: 9:41 - loss: 436.8911 - logits_profile_predictions_loss: 433.2077 - logcount_predictions_loss: 0.5755 378/2279 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[============================>.] - ETA: 12s - loss: 434.5349 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2238/2279 [============================>.] - ETA: 12s - loss: 434.5349 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2239/2279 [============================>.] - ETA: 12s - loss: 434.5349 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2240/2279 [============================>.] - ETA: 11s - loss: 434.5350 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2241/2279 [============================>.] - ETA: 11s - loss: 434.5350 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2242/2279 [============================>.] - ETA: 11s - loss: 434.5350 - logits_profile_predictions_loss: 430.8375 - logcount_predictions_loss: 0.5777 2243/2279 [============================>.] - ETA: 11s - loss: 434.5350 - 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loss: 434.5359 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2264/2279 [============================>.] - ETA: 4s - loss: 434.5359 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2265/2279 [============================>.] - ETA: 4s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2266/2279 [============================>.] - ETA: 3s - loss: 434.5360 - logits_profile_predictions_loss: 430.8384 - logcount_predictions_loss: 0.5777 2267/2279 [============================>.] - ETA: 3s - loss: 434.5360 - logits_profile_predictions_loss: 430.8384 - logcount_predictions_loss: 0.5777 2268/2279 [============================>.] - ETA: 3s - loss: 434.5360 - logits_profile_predictions_loss: 430.8384 - logcount_predictions_loss: 0.5777 2269/2279 [============================>.] - ETA: 3s - loss: 434.5360 - logits_profile_predictions_loss: 430.8384 - logcount_predictions_loss: 0.5777 2270/2279 [============================>.] - ETA: 2s - loss: 434.5360 - logits_profile_predictions_loss: 430.8384 - logcount_predictions_loss: 0.5777 2271/2279 [============================>.] - ETA: 2s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2272/2279 [============================>.] - ETA: 2s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2273/2279 [============================>.] - ETA: 1s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2274/2279 [============================>.] - ETA: 1s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2275/2279 [============================>.] - ETA: 1s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2276/2279 [============================>.] - ETA: 0s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2277/2279 [============================>.] - ETA: 0s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2278/2279 [============================>.] - ETA: 0s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2279/2279 [==============================] - ETA: 0s - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 2279/2279 [==============================] - 727s 319ms/step - loss: 434.5360 - logits_profile_predictions_loss: 430.8383 - logcount_predictions_loss: 0.5777 - val_loss: 463.9502 - val_logits_profile_predictions_loss: 460.3671 - val_logcount_predictions_loss: 0.5598 Epoch 00015: val_loss did not improve from 459.29706 Epoch 16/50 1/2279 [..............................] - ETA: 12:03 - loss: 565.1351 - logits_profile_predictions_loss: 560.8548 - logcount_predictions_loss: 0.6688 2/2279 [..............................] - ETA: 11:32 - loss: 545.2800 - logits_profile_predictions_loss: 540.6430 - logcount_predictions_loss: 0.7245 3/2279 [..............................] - ETA: 11:30 - loss: 543.9636 - logits_profile_predictions_loss: 539.3776 - logcount_predictions_loss: 0.7166 4/2279 [..............................] - ETA: 11:32 - loss: 539.0479 - logits_profile_predictions_loss: 534.5456 - logcount_predictions_loss: 0.7035 5/2279 [..............................] - ETA: 11:32 - loss: 528.1559 - logits_profile_predictions_loss: 523.7398 - logcount_predictions_loss: 0.6900 6/2279 [..............................] - ETA: 11:31 - loss: 518.7240 - logits_profile_predictions_loss: 514.3955 - logcount_predictions_loss: 0.6763 7/2279 [..............................] - ETA: 11:31 - loss: 509.8523 - logits_profile_predictions_loss: 505.5757 - logcount_predictions_loss: 0.6682 8/2279 [..............................] - ETA: 11:31 - loss: 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15/2279 [..............................] - ETA: 11:30 - loss: 464.3889 - logits_profile_predictions_loss: 460.4588 - logcount_predictions_loss: 0.6141 16/2279 [..............................] - ETA: 11:31 - loss: 460.9561 - logits_profile_predictions_loss: 457.0503 - logcount_predictions_loss: 0.6103 17/2279 [..............................] - ETA: 11:30 - loss: 457.7843 - logits_profile_predictions_loss: 453.9062 - logcount_predictions_loss: 0.6059 18/2279 [..............................] - ETA: 11:30 - loss: 455.2745 - logits_profile_predictions_loss: 451.4155 - logcount_predictions_loss: 0.6030 19/2279 [..............................] - ETA: 11:30 - loss: 453.1394 - logits_profile_predictions_loss: 449.2967 - logcount_predictions_loss: 0.6004 20/2279 [..............................] - ETA: 11:29 - loss: 451.2226 - logits_profile_predictions_loss: 447.3957 - logcount_predictions_loss: 0.5979 21/2279 [..............................] - ETA: 11:29 - loss: 449.4240 - 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[..............................] - ETA: 11:27 - loss: 441.7105 - logits_profile_predictions_loss: 437.9557 - logcount_predictions_loss: 0.5867 29/2279 [..............................] - ETA: 11:26 - loss: 440.9020 - logits_profile_predictions_loss: 437.1524 - logcount_predictions_loss: 0.5859 30/2279 [..............................] - ETA: 11:26 - loss: 440.1665 - logits_profile_predictions_loss: 436.4209 - logcount_predictions_loss: 0.5852 31/2279 [..............................] - ETA: 11:26 - loss: 439.4887 - logits_profile_predictions_loss: 435.7440 - logcount_predictions_loss: 0.5851 32/2279 [..............................] - ETA: 11:25 - loss: 438.9650 - logits_profile_predictions_loss: 435.2218 - logcount_predictions_loss: 0.5849 33/2279 [..............................] - ETA: 11:25 - loss: 438.5391 - logits_profile_predictions_loss: 434.7972 - logcount_predictions_loss: 0.5847 34/2279 [..............................] - ETA: 11:25 - loss: 438.1210 - 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[..............................] - ETA: 11:23 - loss: 436.4058 - logits_profile_predictions_loss: 432.6717 - logcount_predictions_loss: 0.5834 42/2279 [..............................] - ETA: 11:22 - loss: 436.2212 - logits_profile_predictions_loss: 432.4883 - logcount_predictions_loss: 0.5833 43/2279 [..............................] - ETA: 11:22 - loss: 436.0580 - logits_profile_predictions_loss: 432.3267 - logcount_predictions_loss: 0.5830 44/2279 [..............................] - ETA: 11:22 - loss: 435.8872 - logits_profile_predictions_loss: 432.1581 - logcount_predictions_loss: 0.5827 45/2279 [..............................] - ETA: 11:21 - loss: 435.7420 - logits_profile_predictions_loss: 432.0151 - logcount_predictions_loss: 0.5823 46/2279 [..............................] - ETA: 11:21 - loss: 435.5793 - logits_profile_predictions_loss: 431.8549 - logcount_predictions_loss: 0.5819 47/2279 [..............................] - ETA: 11:21 - loss: 435.3971 - 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[====>.........................] - ETA: 9:33 - loss: 431.1783 - logits_profile_predictions_loss: 427.5680 - logcount_predictions_loss: 0.5641 406/2279 [====>.........................] - ETA: 9:33 - loss: 431.1776 - logits_profile_predictions_loss: 427.5673 - logcount_predictions_loss: 0.5641 407/2279 [====>.........................] - ETA: 9:33 - loss: 431.1773 - logits_profile_predictions_loss: 427.5669 - logcount_predictions_loss: 0.5641 408/2279 [====>.........................] - ETA: 9:32 - loss: 431.1773 - logits_profile_predictions_loss: 427.5668 - logcount_predictions_loss: 0.5642 409/2279 [====>.........................] - ETA: 9:32 - loss: 431.1773 - logits_profile_predictions_loss: 427.5667 - logcount_predictions_loss: 0.5642 410/2279 [====>.........................] - ETA: 9:32 - loss: 431.1776 - logits_profile_predictions_loss: 427.5669 - logcount_predictions_loss: 0.5642 411/2279 [====>.........................] - ETA: 9:31 - loss: 431.1775 - 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[====>.........................] - ETA: 9:25 - loss: 431.2289 - logits_profile_predictions_loss: 427.6161 - logcount_predictions_loss: 0.5645 432/2279 [====>.........................] - ETA: 9:25 - loss: 431.2321 - logits_profile_predictions_loss: 427.6192 - logcount_predictions_loss: 0.5645 433/2279 [====>.........................] - ETA: 9:25 - loss: 431.2356 - logits_profile_predictions_loss: 427.6226 - logcount_predictions_loss: 0.5645 434/2279 [====>.........................] - ETA: 9:24 - loss: 431.2388 - logits_profile_predictions_loss: 427.6257 - logcount_predictions_loss: 0.5646 435/2279 [====>.........................] - ETA: 9:24 - loss: 431.2423 - logits_profile_predictions_loss: 427.6292 - logcount_predictions_loss: 0.5646 436/2279 [====>.........................] - ETA: 9:24 - loss: 431.2452 - logits_profile_predictions_loss: 427.6320 - logcount_predictions_loss: 0.5646 437/2279 [====>.........................] - ETA: 9:23 - loss: 431.2474 - 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[====>.........................] - ETA: 9:21 - loss: 431.2593 - logits_profile_predictions_loss: 427.6455 - logcount_predictions_loss: 0.5647 445/2279 [====>.........................] - ETA: 9:21 - loss: 431.2618 - logits_profile_predictions_loss: 427.6478 - logcount_predictions_loss: 0.5647 446/2279 [====>.........................] - ETA: 9:21 - loss: 431.2640 - logits_profile_predictions_loss: 427.6500 - logcount_predictions_loss: 0.5647 447/2279 [====>.........................] - ETA: 9:20 - loss: 431.2668 - logits_profile_predictions_loss: 427.6527 - logcount_predictions_loss: 0.5647 448/2279 [====>.........................] - ETA: 9:20 - loss: 431.2700 - logits_profile_predictions_loss: 427.6559 - logcount_predictions_loss: 0.5647 449/2279 [====>.........................] - ETA: 9:20 - loss: 431.2727 - logits_profile_predictions_loss: 427.6584 - logcount_predictions_loss: 0.5647 450/2279 [====>.........................] - ETA: 9:19 - loss: 431.2760 - 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logits_profile_predictions_loss: 428.7255 - logcount_predictions_loss: 0.5728 2278/2279 [============================>.] - ETA: 0s - loss: 432.3922 - logits_profile_predictions_loss: 428.7260 - logcount_predictions_loss: 0.5728 2279/2279 [==============================] - ETA: 0s - loss: 432.3927 - logits_profile_predictions_loss: 428.7265 - logcount_predictions_loss: 0.5728 2279/2279 [==============================] - 727s 319ms/step - loss: 432.3932 - logits_profile_predictions_loss: 428.7270 - logcount_predictions_loss: 0.5728 - val_loss: 463.6612 - val_logits_profile_predictions_loss: 459.6778 - val_logcount_predictions_loss: 0.6224 Epoch 00016: val_loss did not improve from 459.29706 Epoch 17/50 1/2279 [..............................] - ETA: 11:56 - loss: 384.1736 - logits_profile_predictions_loss: 380.9457 - logcount_predictions_loss: 0.5044 2/2279 [..............................] - ETA: 11:31 - loss: 387.4931 - logits_profile_predictions_loss: 384.3418 - logcount_predictions_loss: 0.4924 3/2279 [..............................] - ETA: 11:31 - loss: 387.7702 - logits_profile_predictions_loss: 384.4902 - logcount_predictions_loss: 0.5125 4/2279 [..............................] - ETA: 11:32 - loss: 389.3771 - logits_profile_predictions_loss: 385.9252 - logcount_predictions_loss: 0.5394 5/2279 [..............................] - ETA: 11:31 - loss: 391.9746 - logits_profile_predictions_loss: 388.4182 - logcount_predictions_loss: 0.5557 6/2279 [..............................] - ETA: 11:31 - loss: 395.0077 - logits_profile_predictions_loss: 391.4113 - logcount_predictions_loss: 0.5619 7/2279 [..............................] - ETA: 11:31 - loss: 396.9538 - logits_profile_predictions_loss: 393.3199 - logcount_predictions_loss: 0.5678 8/2279 [..............................] - ETA: 11:31 - loss: 399.1308 - logits_profile_predictions_loss: 395.4740 - logcount_predictions_loss: 0.5714 9/2279 [..............................] - ETA: 11:31 - loss: 400.5415 - logits_profile_predictions_loss: 396.8521 - logcount_predictions_loss: 0.5765 10/2279 [..............................] - ETA: 11:30 - loss: 401.7808 - logits_profile_predictions_loss: 398.0700 - logcount_predictions_loss: 0.5798 11/2279 [..............................] - ETA: 11:30 - loss: 403.1412 - logits_profile_predictions_loss: 399.4068 - logcount_predictions_loss: 0.5835 12/2279 [..............................] - ETA: 11:30 - loss: 403.8701 - logits_profile_predictions_loss: 400.1158 - logcount_predictions_loss: 0.5866 13/2279 [..............................] - ETA: 11:29 - loss: 404.3897 - logits_profile_predictions_loss: 400.6208 - logcount_predictions_loss: 0.5889 14/2279 [..............................] - ETA: 11:29 - loss: 405.2052 - logits_profile_predictions_loss: 401.4220 - logcount_predictions_loss: 0.5911 15/2279 [..............................] - ETA: 11:29 - loss: 406.4657 - logits_profile_predictions_loss: 402.6723 - logcount_predictions_loss: 0.5927 16/2279 [..............................] - ETA: 11:29 - loss: 407.4479 - logits_profile_predictions_loss: 403.6469 - logcount_predictions_loss: 0.5939 17/2279 [..............................] - ETA: 11:29 - loss: 408.6343 - logits_profile_predictions_loss: 404.8282 - logcount_predictions_loss: 0.5947 18/2279 [..............................] - ETA: 11:28 - loss: 409.7322 - logits_profile_predictions_loss: 405.9170 - logcount_predictions_loss: 0.5961 19/2279 [..............................] - ETA: 11:28 - loss: 410.9181 - logits_profile_predictions_loss: 407.0939 - logcount_predictions_loss: 0.5975 20/2279 [..............................] - ETA: 11:28 - loss: 411.9937 - logits_profile_predictions_loss: 408.1608 - logcount_predictions_loss: 0.5989 21/2279 [..............................] - ETA: 11:27 - loss: 412.9142 - logits_profile_predictions_loss: 409.0770 - logcount_predictions_loss: 0.5996 22/2279 [..............................] - ETA: 11:27 - loss: 413.6674 - logits_profile_predictions_loss: 409.8287 - logcount_predictions_loss: 0.5998 23/2279 [..............................] - ETA: 11:27 - loss: 414.2947 - logits_profile_predictions_loss: 410.4524 - logcount_predictions_loss: 0.6004 24/2279 [..............................] - ETA: 11:26 - loss: 414.7947 - logits_profile_predictions_loss: 410.9503 - logcount_predictions_loss: 0.6007 25/2279 [..............................] - ETA: 11:26 - loss: 415.1688 - logits_profile_predictions_loss: 411.3240 - logcount_predictions_loss: 0.6007 26/2279 [..............................] - ETA: 11:26 - loss: 415.5089 - logits_profile_predictions_loss: 411.6660 - logcount_predictions_loss: 0.6005 27/2279 [..............................] - ETA: 11:26 - loss: 415.7918 - logits_profile_predictions_loss: 411.9511 - logcount_predictions_loss: 0.6001 28/2279 [..............................] - ETA: 11:25 - loss: 415.9952 - logits_profile_predictions_loss: 412.1583 - logcount_predictions_loss: 0.5995 29/2279 [..............................] - ETA: 11:25 - loss: 416.1922 - logits_profile_predictions_loss: 412.3596 - logcount_predictions_loss: 0.5988 30/2279 [..............................] - ETA: 11:25 - loss: 416.4115 - logits_profile_predictions_loss: 412.5825 - logcount_predictions_loss: 0.5983 31/2279 [..............................] - ETA: 11:24 - loss: 416.6135 - logits_profile_predictions_loss: 412.7891 - logcount_predictions_loss: 0.5976 32/2279 [..............................] - ETA: 11:24 - loss: 416.7261 - logits_profile_predictions_loss: 412.9070 - logcount_predictions_loss: 0.5967 33/2279 [..............................] - ETA: 11:24 - loss: 416.8483 - logits_profile_predictions_loss: 413.0348 - logcount_predictions_loss: 0.5959 34/2279 [..............................] - ETA: 11:24 - loss: 416.9142 - logits_profile_predictions_loss: 413.1065 - logcount_predictions_loss: 0.5950 35/2279 [..............................] - ETA: 11:23 - loss: 416.9721 - logits_profile_predictions_loss: 413.1708 - logcount_predictions_loss: 0.5940 36/2279 [..............................] - ETA: 11:23 - loss: 417.0484 - logits_profile_predictions_loss: 413.2533 - logcount_predictions_loss: 0.5930 37/2279 [..............................] - ETA: 11:23 - loss: 417.1403 - logits_profile_predictions_loss: 413.3500 - logcount_predictions_loss: 0.5922 38/2279 [..............................] - ETA: 11:22 - loss: 417.1522 - logits_profile_predictions_loss: 413.3674 - logcount_predictions_loss: 0.5914 39/2279 [..............................] - ETA: 11:22 - loss: 417.2078 - logits_profile_predictions_loss: 413.4274 - logcount_predictions_loss: 0.5907 40/2279 [..............................] - ETA: 11:22 - loss: 417.3248 - logits_profile_predictions_loss: 413.5487 - logcount_predictions_loss: 0.5900 41/2279 [..............................] - ETA: 11:22 - loss: 417.4092 - logits_profile_predictions_loss: 413.6375 - logcount_predictions_loss: 0.5893 42/2279 [..............................] - ETA: 11:21 - loss: 417.5284 - logits_profile_predictions_loss: 413.7617 - logcount_predictions_loss: 0.5885 43/2279 [..............................] - ETA: 11:21 - loss: 417.6145 - logits_profile_predictions_loss: 413.8535 - logcount_predictions_loss: 0.5877 44/2279 [..............................] - ETA: 11:21 - loss: 417.7530 - logits_profile_predictions_loss: 413.9968 - logcount_predictions_loss: 0.5869 45/2279 [..............................] - ETA: 11:20 - loss: 417.9074 - logits_profile_predictions_loss: 414.1560 - logcount_predictions_loss: 0.5862 46/2279 [..............................] - ETA: 11:20 - loss: 418.0907 - logits_profile_predictions_loss: 414.3434 - logcount_predictions_loss: 0.5855 47/2279 [..............................] - ETA: 11:20 - loss: 418.2288 - logits_profile_predictions_loss: 414.4857 - logcount_predictions_loss: 0.5848 48/2279 [..............................] - ETA: 11:20 - loss: 418.3481 - logits_profile_predictions_loss: 414.6094 - logcount_predictions_loss: 0.5842 49/2279 [..............................] - ETA: 11:19 - loss: 418.4331 - logits_profile_predictions_loss: 414.6989 - logcount_predictions_loss: 0.5835 50/2279 [..............................] - ETA: 11:19 - loss: 418.4877 - logits_profile_predictions_loss: 414.7576 - logcount_predictions_loss: 0.5828 51/2279 [..............................] - ETA: 11:19 - loss: 418.5590 - logits_profile_predictions_loss: 414.8324 - logcount_predictions_loss: 0.5823 52/2279 [..............................] - ETA: 11:18 - loss: 418.6544 - logits_profile_predictions_loss: 414.9312 - logcount_predictions_loss: 0.5817 53/2279 [..............................] - ETA: 11:18 - loss: 418.7524 - logits_profile_predictions_loss: 415.0326 - logcount_predictions_loss: 0.5812 54/2279 [..............................] - ETA: 11:18 - loss: 418.8702 - logits_profile_predictions_loss: 415.1540 - logcount_predictions_loss: 0.5807 55/2279 [..............................] - ETA: 11:17 - loss: 418.9640 - logits_profile_predictions_loss: 415.2504 - logcount_predictions_loss: 0.5802 56/2279 [..............................] - ETA: 11:17 - loss: 419.0804 - logits_profile_predictions_loss: 415.3695 - logcount_predictions_loss: 0.5798 57/2279 [..............................] - ETA: 11:17 - loss: 419.2126 - logits_profile_predictions_loss: 415.5044 - logcount_predictions_loss: 0.5794 58/2279 [..............................] - ETA: 11:17 - loss: 419.3387 - logits_profile_predictions_loss: 415.6335 - logcount_predictions_loss: 0.5789 59/2279 [..............................] - ETA: 11:16 - loss: 419.4680 - logits_profile_predictions_loss: 415.7658 - logcount_predictions_loss: 0.5785 60/2279 [..............................] - ETA: 11:16 - loss: 419.5793 - logits_profile_predictions_loss: 415.8803 - logcount_predictions_loss: 0.5780 61/2279 [..............................] - ETA: 11:16 - loss: 419.7060 - logits_profile_predictions_loss: 416.0101 - logcount_predictions_loss: 0.5775 62/2279 [..............................] - ETA: 11:15 - loss: 419.8218 - logits_profile_predictions_loss: 416.1286 - logcount_predictions_loss: 0.5771 63/2279 [..............................] - ETA: 11:15 - loss: 419.9528 - logits_profile_predictions_loss: 416.2621 - logcount_predictions_loss: 0.5767 64/2279 [..............................] - ETA: 11:15 - loss: 420.0793 - logits_profile_predictions_loss: 416.3909 - logcount_predictions_loss: 0.5763 65/2279 [..............................] - ETA: 11:15 - loss: 420.2079 - logits_profile_predictions_loss: 416.5215 - logcount_predictions_loss: 0.5760 66/2279 [..............................] - ETA: 11:14 - loss: 420.3085 - logits_profile_predictions_loss: 416.6243 - logcount_predictions_loss: 0.5756 67/2279 [..............................] - ETA: 11:14 - loss: 420.4228 - logits_profile_predictions_loss: 416.7409 - logcount_predictions_loss: 0.5753 68/2279 [..............................] - ETA: 11:14 - loss: 420.5254 - logits_profile_predictions_loss: 416.8456 - logcount_predictions_loss: 0.5750 69/2279 [..............................] - ETA: 11:13 - loss: 420.6467 - logits_profile_predictions_loss: 416.9690 - logcount_predictions_loss: 0.5746 70/2279 [..............................] - ETA: 11:13 - loss: 420.7544 - logits_profile_predictions_loss: 417.0790 - logcount_predictions_loss: 0.5743 71/2279 [..............................] - ETA: 11:13 - loss: 420.8591 - logits_profile_predictions_loss: 417.1857 - logcount_predictions_loss: 0.5740 72/2279 [..............................] - ETA: 11:13 - loss: 420.9595 - logits_profile_predictions_loss: 417.2878 - logcount_predictions_loss: 0.5737 73/2279 [..............................] - ETA: 11:12 - loss: 421.0463 - logits_profile_predictions_loss: 417.3761 - logcount_predictions_loss: 0.5735 74/2279 [..............................] - ETA: 11:12 - loss: 421.1332 - logits_profile_predictions_loss: 417.4645 - logcount_predictions_loss: 0.5732 75/2279 [..............................] - ETA: 11:12 - loss: 421.2048 - logits_profile_predictions_loss: 417.5376 - logcount_predictions_loss: 0.5730 76/2279 [>.............................] - ETA: 11:11 - loss: 421.2653 - logits_profile_predictions_loss: 417.5996 - logcount_predictions_loss: 0.5728 77/2279 [>.............................] - ETA: 11:11 - loss: 421.3311 - logits_profile_predictions_loss: 417.6668 - logcount_predictions_loss: 0.5725 78/2279 [>.............................] - ETA: 11:11 - loss: 421.3991 - logits_profile_predictions_loss: 417.7361 - logcount_predictions_loss: 0.5723 79/2279 [>.............................] - ETA: 11:11 - loss: 421.4734 - logits_profile_predictions_loss: 417.8117 - logcount_predictions_loss: 0.5721 80/2279 [>.............................] - ETA: 11:10 - loss: 421.5492 - logits_profile_predictions_loss: 417.8886 - logcount_predictions_loss: 0.5720 81/2279 [>.............................] - ETA: 11:10 - loss: 421.6298 - logits_profile_predictions_loss: 417.9704 - logcount_predictions_loss: 0.5718 82/2279 [>.............................] - ETA: 11:10 - loss: 421.7130 - logits_profile_predictions_loss: 418.0546 - logcount_predictions_loss: 0.5716 83/2279 [>.............................] - ETA: 11:09 - loss: 421.8052 - logits_profile_predictions_loss: 418.1477 - logcount_predictions_loss: 0.5715 84/2279 [>.............................] - ETA: 11:09 - loss: 421.8859 - logits_profile_predictions_loss: 418.2293 - logcount_predictions_loss: 0.5713 85/2279 [>.............................] - ETA: 11:09 - loss: 421.9548 - logits_profile_predictions_loss: 418.2989 - logcount_predictions_loss: 0.5712 86/2279 [>.............................] - ETA: 11:08 - loss: 422.0222 - logits_profile_predictions_loss: 418.3670 - logcount_predictions_loss: 0.5711 87/2279 [>.............................] - ETA: 11:08 - loss: 422.0815 - logits_profile_predictions_loss: 418.4269 - logcount_predictions_loss: 0.5710 88/2279 [>.............................] - ETA: 11:08 - loss: 422.1476 - logits_profile_predictions_loss: 418.4936 - logcount_predictions_loss: 0.5709 89/2279 [>.............................] - ETA: 11:08 - loss: 422.2170 - logits_profile_predictions_loss: 418.5634 - logcount_predictions_loss: 0.5709 90/2279 [>.............................] - ETA: 11:07 - loss: 422.2780 - logits_profile_predictions_loss: 418.6247 - logcount_predictions_loss: 0.5708 91/2279 [>.............................] - ETA: 11:07 - loss: 422.3387 - logits_profile_predictions_loss: 418.6858 - logcount_predictions_loss: 0.5708 92/2279 [>.............................] - ETA: 11:07 - loss: 422.3988 - logits_profile_predictions_loss: 418.7463 - logcount_predictions_loss: 0.5707 93/2279 [>.............................] - ETA: 11:06 - loss: 422.4514 - logits_profile_predictions_loss: 418.7994 - logcount_predictions_loss: 0.5706 94/2279 [>.............................] - ETA: 11:06 - loss: 422.5014 - logits_profile_predictions_loss: 418.8500 - logcount_predictions_loss: 0.5705 95/2279 [>.............................] - ETA: 11:06 - loss: 422.5479 - logits_profile_predictions_loss: 418.8971 - logcount_predictions_loss: 0.5704 96/2279 [>.............................] - ETA: 11:06 - loss: 422.6081 - logits_profile_predictions_loss: 418.9579 - logcount_predictions_loss: 0.5703 97/2279 [>.............................] - ETA: 11:05 - loss: 422.6597 - logits_profile_predictions_loss: 419.0103 - logcount_predictions_loss: 0.5702 98/2279 [>.............................] - ETA: 11:05 - loss: 422.7134 - logits_profile_predictions_loss: 419.0646 - logcount_predictions_loss: 0.5701 99/2279 [>.............................] - ETA: 11:05 - loss: 422.7723 - logits_profile_predictions_loss: 419.1240 - logcount_predictions_loss: 0.5700 100/2279 [>.............................] - ETA: 11:04 - loss: 422.8233 - logits_profile_predictions_loss: 419.1754 - logcount_predictions_loss: 0.5700 101/2279 [>.............................] - ETA: 11:04 - loss: 422.8783 - logits_profile_predictions_loss: 419.2306 - logcount_predictions_loss: 0.5699 102/2279 [>.............................] - ETA: 11:04 - loss: 422.9298 - logits_profile_predictions_loss: 419.2825 - logcount_predictions_loss: 0.5699 103/2279 [>.............................] - ETA: 11:03 - loss: 422.9988 - logits_profile_predictions_loss: 419.3518 - logcount_predictions_loss: 0.5698 104/2279 [>.............................] - ETA: 11:03 - loss: 423.0629 - logits_profile_predictions_loss: 419.4162 - logcount_predictions_loss: 0.5698 105/2279 [>.............................] - ETA: 11:03 - loss: 423.1177 - logits_profile_predictions_loss: 419.4714 - logcount_predictions_loss: 0.5697 106/2279 [>.............................] - ETA: 11:03 - loss: 423.1756 - logits_profile_predictions_loss: 419.5296 - logcount_predictions_loss: 0.5697 107/2279 [>.............................] - ETA: 11:02 - loss: 423.2277 - logits_profile_predictions_loss: 419.5820 - logcount_predictions_loss: 0.5696 108/2279 [>.............................] - ETA: 11:02 - loss: 423.2777 - logits_profile_predictions_loss: 419.6322 - logcount_predictions_loss: 0.5696 109/2279 [>.............................] - ETA: 11:02 - loss: 423.3281 - logits_profile_predictions_loss: 419.6829 - logcount_predictions_loss: 0.5696 110/2279 [>.............................] - ETA: 11:01 - loss: 423.3813 - logits_profile_predictions_loss: 419.7364 - logcount_predictions_loss: 0.5695 111/2279 [>.............................] - ETA: 11:01 - loss: 423.4307 - logits_profile_predictions_loss: 419.7860 - logcount_predictions_loss: 0.5695 112/2279 [>.............................] - ETA: 11:01 - loss: 423.4827 - logits_profile_predictions_loss: 419.8382 - logcount_predictions_loss: 0.5694 113/2279 [>.............................] - ETA: 11:01 - loss: 423.5376 - logits_profile_predictions_loss: 419.8935 - logcount_predictions_loss: 0.5694 114/2279 [>.............................] - ETA: 11:00 - loss: 423.5884 - logits_profile_predictions_loss: 419.9446 - logcount_predictions_loss: 0.5693 115/2279 [>.............................] - ETA: 11:00 - loss: 423.6452 - logits_profile_predictions_loss: 420.0016 - logcount_predictions_loss: 0.5693 116/2279 [>.............................] - ETA: 11:00 - loss: 423.6991 - logits_profile_predictions_loss: 420.0558 - logcount_predictions_loss: 0.5693 117/2279 [>.............................] - ETA: 10:59 - loss: 423.7551 - logits_profile_predictions_loss: 420.1122 - logcount_predictions_loss: 0.5692 118/2279 [>.............................] - ETA: 10:59 - loss: 423.8048 - logits_profile_predictions_loss: 420.1624 - logcount_predictions_loss: 0.5691 119/2279 [>.............................] - ETA: 10:59 - loss: 423.8523 - logits_profile_predictions_loss: 420.2101 - logcount_predictions_loss: 0.5691 120/2279 [>.............................] - ETA: 10:58 - loss: 423.9029 - logits_profile_predictions_loss: 420.2608 - logcount_predictions_loss: 0.5691 121/2279 [>.............................] - ETA: 10:58 - loss: 423.9550 - logits_profile_predictions_loss: 420.3131 - logcount_predictions_loss: 0.5691 122/2279 [>.............................] - ETA: 10:58 - loss: 424.0088 - logits_profile_predictions_loss: 420.3669 - logcount_predictions_loss: 0.5690 123/2279 [>.............................] - ETA: 10:58 - loss: 424.0599 - logits_profile_predictions_loss: 420.4181 - logcount_predictions_loss: 0.5690 124/2279 [>.............................] - ETA: 10:57 - loss: 424.1043 - logits_profile_predictions_loss: 420.4626 - logcount_predictions_loss: 0.5690 125/2279 [>.............................] - ETA: 10:57 - loss: 424.1430 - logits_profile_predictions_loss: 420.5014 - logcount_predictions_loss: 0.5690 126/2279 [>.............................] - ETA: 10:57 - loss: 424.1897 - logits_profile_predictions_loss: 420.5482 - logcount_predictions_loss: 0.5690 127/2279 [>.............................] - ETA: 10:56 - loss: 424.2328 - logits_profile_predictions_loss: 420.5914 - logcount_predictions_loss: 0.5690 128/2279 [>.............................] - ETA: 10:56 - loss: 424.2729 - logits_profile_predictions_loss: 420.6316 - logcount_predictions_loss: 0.5689 129/2279 [>.............................] - ETA: 10:56 - loss: 424.3135 - logits_profile_predictions_loss: 420.6724 - logcount_predictions_loss: 0.5689 130/2279 [>.............................] - ETA: 10:55 - loss: 424.3556 - logits_profile_predictions_loss: 420.7148 - logcount_predictions_loss: 0.5689 131/2279 [>.............................] - ETA: 10:55 - loss: 424.3955 - logits_profile_predictions_loss: 420.7550 - logcount_predictions_loss: 0.5688 132/2279 [>.............................] - ETA: 10:55 - loss: 424.4287 - logits_profile_predictions_loss: 420.7884 - logcount_predictions_loss: 0.5688 133/2279 [>.............................] - ETA: 10:55 - loss: 424.4565 - logits_profile_predictions_loss: 420.8164 - logcount_predictions_loss: 0.5688 134/2279 [>.............................] - ETA: 10:54 - loss: 424.4924 - logits_profile_predictions_loss: 420.8526 - logcount_predictions_loss: 0.5687 135/2279 [>.............................] - ETA: 10:54 - loss: 424.5277 - logits_profile_predictions_loss: 420.8882 - logcount_predictions_loss: 0.5687 136/2279 [>.............................] - ETA: 10:54 - loss: 424.5665 - logits_profile_predictions_loss: 420.9272 - logcount_predictions_loss: 0.5686 137/2279 [>.............................] - ETA: 10:53 - loss: 424.6074 - logits_profile_predictions_loss: 420.9684 - logcount_predictions_loss: 0.5686 138/2279 [>.............................] - ETA: 10:53 - loss: 424.6509 - logits_profile_predictions_loss: 421.0121 - logcount_predictions_loss: 0.5686 139/2279 [>.............................] - ETA: 10:53 - loss: 424.6954 - 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[====>.........................] - ETA: 9:40 - loss: 428.1832 - logits_profile_predictions_loss: 424.6382 - logcount_predictions_loss: 0.5539 381/2279 [====>.........................] - ETA: 9:40 - loss: 428.1859 - logits_profile_predictions_loss: 424.6412 - logcount_predictions_loss: 0.5539 382/2279 [====>.........................] - ETA: 9:40 - loss: 428.1886 - logits_profile_predictions_loss: 424.6441 - logcount_predictions_loss: 0.5538 383/2279 [====>.........................] - ETA: 9:39 - loss: 428.1915 - logits_profile_predictions_loss: 424.6472 - logcount_predictions_loss: 0.5538 384/2279 [====>.........................] - ETA: 9:39 - loss: 428.1939 - logits_profile_predictions_loss: 424.6498 - logcount_predictions_loss: 0.5537 385/2279 [====>.........................] - ETA: 9:39 - loss: 428.1966 - logits_profile_predictions_loss: 424.6527 - logcount_predictions_loss: 0.5537 386/2279 [====>.........................] - ETA: 9:38 - loss: 428.1988 - 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[====>.........................] - ETA: 9:36 - loss: 428.2209 - logits_profile_predictions_loss: 424.6787 - logcount_predictions_loss: 0.5535 394/2279 [====>.........................] - ETA: 9:36 - loss: 428.2243 - logits_profile_predictions_loss: 424.6822 - logcount_predictions_loss: 0.5534 395/2279 [====>.........................] - ETA: 9:36 - loss: 428.2267 - logits_profile_predictions_loss: 424.6849 - logcount_predictions_loss: 0.5534 396/2279 [====>.........................] - ETA: 9:35 - loss: 428.2294 - logits_profile_predictions_loss: 424.6877 - logcount_predictions_loss: 0.5534 397/2279 [====>.........................] - ETA: 9:35 - loss: 428.2317 - logits_profile_predictions_loss: 424.6902 - logcount_predictions_loss: 0.5533 398/2279 [====>.........................] - ETA: 9:35 - loss: 428.2338 - logits_profile_predictions_loss: 424.6925 - logcount_predictions_loss: 0.5533 399/2279 [====>.........................] - ETA: 9:34 - loss: 428.2363 - 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[============================>.] - ETA: 16s - loss: 426.4016 - logits_profile_predictions_loss: 422.9628 - logcount_predictions_loss: 0.5373 2227/2279 [============================>.] - ETA: 15s - loss: 426.4004 - logits_profile_predictions_loss: 422.9616 - logcount_predictions_loss: 0.5373 2228/2279 [============================>.] - ETA: 15s - loss: 426.3992 - logits_profile_predictions_loss: 422.9604 - logcount_predictions_loss: 0.5373 2229/2279 [============================>.] - ETA: 15s - loss: 426.3980 - logits_profile_predictions_loss: 422.9593 - logcount_predictions_loss: 0.5373 2230/2279 [============================>.] - ETA: 15s - loss: 426.3968 - logits_profile_predictions_loss: 422.9581 - logcount_predictions_loss: 0.5373 2231/2279 [============================>.] - ETA: 14s - loss: 426.3956 - logits_profile_predictions_loss: 422.9569 - logcount_predictions_loss: 0.5373 2232/2279 [============================>.] - ETA: 14s - loss: 426.3944 - 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[============================>.] - ETA: 12s - loss: 426.3860 - logits_profile_predictions_loss: 422.9475 - logcount_predictions_loss: 0.5372 2240/2279 [============================>.] - ETA: 11s - loss: 426.3848 - logits_profile_predictions_loss: 422.9463 - logcount_predictions_loss: 0.5372 2241/2279 [============================>.] - ETA: 11s - loss: 426.3836 - logits_profile_predictions_loss: 422.9451 - logcount_predictions_loss: 0.5372 2242/2279 [============================>.] - ETA: 11s - loss: 426.3824 - logits_profile_predictions_loss: 422.9440 - logcount_predictions_loss: 0.5372 2243/2279 [============================>.] - ETA: 11s - loss: 426.3812 - logits_profile_predictions_loss: 422.9428 - logcount_predictions_loss: 0.5372 2244/2279 [============================>.] - ETA: 10s - loss: 426.3800 - logits_profile_predictions_loss: 422.9416 - logcount_predictions_loss: 0.5372 2245/2279 [============================>.] - ETA: 10s - loss: 426.3788 - 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[============================>.] - ETA: 8s - loss: 426.3701 - logits_profile_predictions_loss: 422.9319 - logcount_predictions_loss: 0.5372 2253/2279 [============================>.] - ETA: 7s - loss: 426.3689 - logits_profile_predictions_loss: 422.9307 - logcount_predictions_loss: 0.5372 2254/2279 [============================>.] - ETA: 7s - loss: 426.3677 - logits_profile_predictions_loss: 422.9295 - logcount_predictions_loss: 0.5372 2255/2279 [============================>.] - ETA: 7s - loss: 426.3665 - logits_profile_predictions_loss: 422.9283 - logcount_predictions_loss: 0.5372 2256/2279 [============================>.] - ETA: 7s - loss: 426.3653 - logits_profile_predictions_loss: 422.9271 - logcount_predictions_loss: 0.5372 2257/2279 [============================>.] - ETA: 6s - loss: 426.3640 - logits_profile_predictions_loss: 422.9259 - logcount_predictions_loss: 0.5372 2258/2279 [============================>.] - ETA: 6s - loss: 426.3628 - logits_profile_predictions_loss: 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2272/2279 [============================>.] - ETA: 2s - loss: 426.3457 - logits_profile_predictions_loss: 422.9078 - logcount_predictions_loss: 0.5371 2273/2279 [============================>.] - ETA: 1s - loss: 426.3444 - logits_profile_predictions_loss: 422.9066 - logcount_predictions_loss: 0.5371 2274/2279 [============================>.] - ETA: 1s - loss: 426.3432 - logits_profile_predictions_loss: 422.9054 - logcount_predictions_loss: 0.5371 2275/2279 [============================>.] - ETA: 1s - loss: 426.3419 - logits_profile_predictions_loss: 422.9041 - logcount_predictions_loss: 0.5371 2276/2279 [============================>.] - ETA: 0s - loss: 426.3406 - logits_profile_predictions_loss: 422.9029 - logcount_predictions_loss: 0.5371 2277/2279 [============================>.] - ETA: 0s - loss: 426.3394 - logits_profile_predictions_loss: 422.9016 - logcount_predictions_loss: 0.5371 2278/2279 [============================>.] - ETA: 0s - loss: 426.3381 - logits_profile_predictions_loss: 422.9004 - logcount_predictions_loss: 0.5371 2279/2279 [==============================] - ETA: 0s - loss: 426.3368 - logits_profile_predictions_loss: 422.8991 - logcount_predictions_loss: 0.5371 2279/2279 [==============================] - 727s 319ms/step - loss: 426.3356 - logits_profile_predictions_loss: 422.8979 - logcount_predictions_loss: 0.5371 - val_loss: 458.8049 - val_logits_profile_predictions_loss: 455.1418 - val_logcount_predictions_loss: 0.5723 Epoch 00017: val_loss improved from 459.29706 to 458.80490, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 18/50 1/2279 [..............................] - ETA: 12:03 - loss: 470.2695 - logits_profile_predictions_loss: 466.2932 - logcount_predictions_loss: 0.6213 2/2279 [..............................] - ETA: 11:32 - loss: 463.1524 - logits_profile_predictions_loss: 459.5292 - logcount_predictions_loss: 0.5661 3/2279 [..............................] - ETA: 11:31 - loss: 446.7394 - logits_profile_predictions_loss: 443.4051 - logcount_predictions_loss: 0.5210 4/2279 [..............................] - ETA: 11:32 - loss: 435.7145 - logits_profile_predictions_loss: 432.5384 - logcount_predictions_loss: 0.4963 5/2279 [..............................] - ETA: 11:32 - loss: 432.8281 - logits_profile_predictions_loss: 429.6834 - logcount_predictions_loss: 0.4914 6/2279 [..............................] - ETA: 11:31 - loss: 431.2518 - logits_profile_predictions_loss: 428.1219 - logcount_predictions_loss: 0.4890 7/2279 [..............................] - ETA: 11:31 - loss: 431.0356 - logits_profile_predictions_loss: 427.9159 - logcount_predictions_loss: 0.4874 8/2279 [..............................] - ETA: 11:31 - loss: 430.5754 - logits_profile_predictions_loss: 427.4635 - logcount_predictions_loss: 0.4862 9/2279 [..............................] - ETA: 11:31 - loss: 430.4692 - 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[..............................] - ETA: 11:29 - loss: 432.4111 - logits_profile_predictions_loss: 429.3088 - logcount_predictions_loss: 0.4847 17/2279 [..............................] - ETA: 11:29 - loss: 432.8523 - logits_profile_predictions_loss: 429.7494 - logcount_predictions_loss: 0.4848 18/2279 [..............................] - ETA: 11:28 - loss: 433.3099 - logits_profile_predictions_loss: 430.2069 - logcount_predictions_loss: 0.4848 19/2279 [..............................] - ETA: 11:28 - loss: 433.7562 - logits_profile_predictions_loss: 430.6522 - logcount_predictions_loss: 0.4850 20/2279 [..............................] - ETA: 11:28 - loss: 434.1789 - logits_profile_predictions_loss: 431.0728 - logcount_predictions_loss: 0.4853 21/2279 [..............................] - ETA: 11:28 - loss: 434.6951 - logits_profile_predictions_loss: 431.5869 - logcount_predictions_loss: 0.4856 22/2279 [..............................] - ETA: 11:27 - loss: 435.1310 - 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[..............................] - ETA: 11:25 - loss: 437.3345 - logits_profile_predictions_loss: 434.2265 - logcount_predictions_loss: 0.4856 30/2279 [..............................] - ETA: 11:25 - loss: 437.5147 - logits_profile_predictions_loss: 434.4043 - logcount_predictions_loss: 0.4860 31/2279 [..............................] - ETA: 11:25 - loss: 437.6131 - logits_profile_predictions_loss: 434.5003 - logcount_predictions_loss: 0.4864 32/2279 [..............................] - ETA: 11:24 - loss: 437.6563 - logits_profile_predictions_loss: 434.5423 - logcount_predictions_loss: 0.4866 33/2279 [..............................] - ETA: 11:24 - loss: 437.6699 - logits_profile_predictions_loss: 434.5548 - logcount_predictions_loss: 0.4867 34/2279 [..............................] - ETA: 11:24 - loss: 437.6379 - logits_profile_predictions_loss: 434.5225 - logcount_predictions_loss: 0.4868 35/2279 [..............................] - ETA: 11:24 - loss: 437.6979 - 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[..............................] - ETA: 11:22 - loss: 437.3661 - logits_profile_predictions_loss: 434.2557 - logcount_predictions_loss: 0.4860 43/2279 [..............................] - ETA: 11:21 - loss: 437.3131 - logits_profile_predictions_loss: 434.2035 - logcount_predictions_loss: 0.4859 44/2279 [..............................] - ETA: 11:21 - loss: 437.2953 - logits_profile_predictions_loss: 434.1863 - logcount_predictions_loss: 0.4858 45/2279 [..............................] - ETA: 11:21 - loss: 437.2789 - logits_profile_predictions_loss: 434.1707 - logcount_predictions_loss: 0.4857 46/2279 [..............................] - ETA: 11:21 - loss: 437.2669 - logits_profile_predictions_loss: 434.1591 - logcount_predictions_loss: 0.4856 47/2279 [..............................] - ETA: 11:20 - loss: 437.2605 - logits_profile_predictions_loss: 434.1531 - logcount_predictions_loss: 0.4855 48/2279 [..............................] - ETA: 11:20 - loss: 437.2664 - 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[..............................] - ETA: 11:18 - loss: 437.2457 - logits_profile_predictions_loss: 434.1420 - logcount_predictions_loss: 0.4850 56/2279 [..............................] - ETA: 11:18 - loss: 437.2207 - logits_profile_predictions_loss: 434.1160 - logcount_predictions_loss: 0.4851 57/2279 [..............................] - ETA: 11:17 - loss: 437.1783 - logits_profile_predictions_loss: 434.0729 - logcount_predictions_loss: 0.4852 58/2279 [..............................] - ETA: 11:17 - loss: 437.1563 - logits_profile_predictions_loss: 434.0502 - logcount_predictions_loss: 0.4853 59/2279 [..............................] - ETA: 11:17 - loss: 437.1326 - logits_profile_predictions_loss: 434.0259 - logcount_predictions_loss: 0.4854 60/2279 [..............................] - ETA: 11:16 - loss: 437.0679 - logits_profile_predictions_loss: 433.9608 - logcount_predictions_loss: 0.4855 61/2279 [..............................] - ETA: 11:16 - loss: 436.9919 - 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[..............................] - ETA: 11:14 - loss: 436.2759 - logits_profile_predictions_loss: 433.1624 - logcount_predictions_loss: 0.4865 69/2279 [..............................] - ETA: 11:14 - loss: 436.1645 - logits_profile_predictions_loss: 433.0499 - logcount_predictions_loss: 0.4867 70/2279 [..............................] - ETA: 11:14 - loss: 436.0460 - logits_profile_predictions_loss: 432.9303 - logcount_predictions_loss: 0.4868 71/2279 [..............................] - ETA: 11:13 - loss: 435.9403 - logits_profile_predictions_loss: 432.8233 - logcount_predictions_loss: 0.4870 72/2279 [..............................] - ETA: 11:13 - loss: 435.8347 - logits_profile_predictions_loss: 432.7164 - logcount_predictions_loss: 0.4872 73/2279 [..............................] - ETA: 11:13 - loss: 435.7390 - logits_profile_predictions_loss: 432.6193 - logcount_predictions_loss: 0.4874 74/2279 [..............................] - ETA: 11:12 - loss: 435.6412 - 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logits_profile_predictions_loss: 417.4305 - logcount_predictions_loss: 0.5019 2279/2279 [==============================] - ETA: 0s - loss: 420.6416 - logits_profile_predictions_loss: 417.4295 - logcount_predictions_loss: 0.5019 2279/2279 [==============================] - 727s 319ms/step - loss: 420.6407 - logits_profile_predictions_loss: 417.4285 - logcount_predictions_loss: 0.5019 - val_loss: 461.3670 - val_logits_profile_predictions_loss: 457.7930 - val_logcount_predictions_loss: 0.5584 Epoch 00018: val_loss did not improve from 458.80490 Epoch 19/50 1/2279 [..............................] - ETA: 12:02 - loss: 519.4515 - logits_profile_predictions_loss: 515.8952 - logcount_predictions_loss: 0.5557 2/2279 [..............................] - ETA: 11:30 - loss: 480.8877 - logits_profile_predictions_loss: 477.6444 - logcount_predictions_loss: 0.5068 3/2279 [..............................] - ETA: 11:31 - loss: 474.7560 - logits_profile_predictions_loss: 471.6107 - 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[===>..........................] - ETA: 9:45 - loss: 419.0267 - logits_profile_predictions_loss: 415.8513 - logcount_predictions_loss: 0.4961 369/2279 [===>..........................] - ETA: 9:44 - loss: 419.0220 - logits_profile_predictions_loss: 415.8468 - logcount_predictions_loss: 0.4961 370/2279 [===>..........................] - ETA: 9:44 - loss: 419.0175 - logits_profile_predictions_loss: 415.8423 - logcount_predictions_loss: 0.4961 371/2279 [===>..........................] - ETA: 9:44 - loss: 419.0129 - logits_profile_predictions_loss: 415.8379 - logcount_predictions_loss: 0.4961 372/2279 [===>..........................] - ETA: 9:43 - loss: 419.0081 - logits_profile_predictions_loss: 415.8332 - logcount_predictions_loss: 0.4961 373/2279 [===>..........................] - ETA: 9:43 - loss: 419.0037 - logits_profile_predictions_loss: 415.8289 - logcount_predictions_loss: 0.4961 374/2279 [===>..........................] - ETA: 9:43 - loss: 418.9999 - 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[====>.........................] - ETA: 9:41 - loss: 418.9708 - logits_profile_predictions_loss: 415.7968 - logcount_predictions_loss: 0.4959 382/2279 [====>.........................] - ETA: 9:40 - loss: 418.9672 - logits_profile_predictions_loss: 415.7934 - logcount_predictions_loss: 0.4959 383/2279 [====>.........................] - ETA: 9:40 - loss: 418.9638 - logits_profile_predictions_loss: 415.7900 - logcount_predictions_loss: 0.4959 384/2279 [====>.........................] - ETA: 9:40 - loss: 418.9612 - logits_profile_predictions_loss: 415.7875 - logcount_predictions_loss: 0.4959 385/2279 [====>.........................] - ETA: 9:39 - loss: 418.9586 - logits_profile_predictions_loss: 415.7850 - logcount_predictions_loss: 0.4959 386/2279 [====>.........................] - ETA: 9:39 - loss: 418.9559 - logits_profile_predictions_loss: 415.7823 - logcount_predictions_loss: 0.4959 387/2279 [====>.........................] - ETA: 9:39 - loss: 418.9527 - 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[====>.........................] - ETA: 9:37 - loss: 418.9273 - logits_profile_predictions_loss: 415.7545 - logcount_predictions_loss: 0.4957 395/2279 [====>.........................] - ETA: 9:36 - loss: 418.9235 - logits_profile_predictions_loss: 415.7507 - logcount_predictions_loss: 0.4957 396/2279 [====>.........................] - ETA: 9:36 - loss: 418.9202 - logits_profile_predictions_loss: 415.7475 - logcount_predictions_loss: 0.4957 397/2279 [====>.........................] - ETA: 9:36 - loss: 418.9172 - logits_profile_predictions_loss: 415.7446 - logcount_predictions_loss: 0.4957 398/2279 [====>.........................] - ETA: 9:35 - loss: 418.9142 - logits_profile_predictions_loss: 415.7416 - logcount_predictions_loss: 0.4957 399/2279 [====>.........................] - ETA: 9:35 - loss: 418.9107 - logits_profile_predictions_loss: 415.7383 - logcount_predictions_loss: 0.4957 400/2279 [====>.........................] - ETA: 9:35 - loss: 418.9076 - 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[====>.........................] - ETA: 9:33 - loss: 418.8831 - logits_profile_predictions_loss: 415.7113 - logcount_predictions_loss: 0.4956 408/2279 [====>.........................] - ETA: 9:32 - loss: 418.8789 - logits_profile_predictions_loss: 415.7072 - logcount_predictions_loss: 0.4956 409/2279 [====>.........................] - ETA: 9:32 - loss: 418.8748 - logits_profile_predictions_loss: 415.7032 - logcount_predictions_loss: 0.4956 410/2279 [====>.........................] - ETA: 9:32 - loss: 418.8709 - logits_profile_predictions_loss: 415.6994 - logcount_predictions_loss: 0.4955 411/2279 [====>.........................] - ETA: 9:32 - loss: 418.8680 - logits_profile_predictions_loss: 415.6966 - logcount_predictions_loss: 0.4955 412/2279 [====>.........................] - ETA: 9:31 - loss: 418.8656 - logits_profile_predictions_loss: 415.6942 - logcount_predictions_loss: 0.4955 413/2279 [====>.........................] - ETA: 9:31 - loss: 418.8633 - 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[====>.........................] - ETA: 9:29 - loss: 418.8439 - logits_profile_predictions_loss: 415.6731 - logcount_predictions_loss: 0.4954 421/2279 [====>.........................] - ETA: 9:29 - loss: 418.8415 - logits_profile_predictions_loss: 415.6708 - logcount_predictions_loss: 0.4954 422/2279 [====>.........................] - ETA: 9:28 - loss: 418.8392 - logits_profile_predictions_loss: 415.6686 - logcount_predictions_loss: 0.4954 423/2279 [====>.........................] - ETA: 9:28 - loss: 418.8368 - logits_profile_predictions_loss: 415.6663 - logcount_predictions_loss: 0.4954 424/2279 [====>.........................] - ETA: 9:28 - loss: 418.8343 - logits_profile_predictions_loss: 415.6638 - logcount_predictions_loss: 0.4954 425/2279 [====>.........................] - ETA: 9:27 - loss: 418.8319 - logits_profile_predictions_loss: 415.6614 - logcount_predictions_loss: 0.4954 426/2279 [====>.........................] - ETA: 9:27 - loss: 418.8301 - logits_profile_predictions_loss: 415.6596 - logcount_predictions_loss: 0.4954 427/2279 [====>.........................] - ETA: 9:27 - loss: 418.8288 - logits_profile_predictions_loss: 415.6584 - logcount_predictions_loss: 0.4954 428/2279 [====>.........................] - ETA: 9:26 - loss: 418.8279 - logits_profile_predictions_loss: 415.6576 - logcount_predictions_loss: 0.4954 429/2279 [====>.........................] - ETA: 9:26 - loss: 418.8270 - logits_profile_predictions_loss: 415.6568 - logcount_predictions_loss: 0.4953 430/2279 [====>.........................] - ETA: 9:26 - loss: 418.8263 - logits_profile_predictions_loss: 415.6561 - logcount_predictions_loss: 0.4953 431/2279 [====>.........................] - ETA: 9:25 - loss: 418.8256 - logits_profile_predictions_loss: 415.6554 - logcount_predictions_loss: 0.4953 432/2279 [====>.........................] - ETA: 9:25 - loss: 418.8246 - logits_profile_predictions_loss: 415.6545 - logcount_predictions_loss: 0.4953 433/2279 [====>.........................] - ETA: 9:25 - loss: 418.8232 - logits_profile_predictions_loss: 415.6532 - logcount_predictions_loss: 0.4953 434/2279 [====>.........................] - ETA: 9:25 - loss: 418.8215 - logits_profile_predictions_loss: 415.6515 - logcount_predictions_loss: 0.4953 435/2279 [====>.........................] - ETA: 9:24 - loss: 418.8199 - logits_profile_predictions_loss: 415.6499 - logcount_predictions_loss: 0.4953 436/2279 [====>.........................] - ETA: 9:24 - loss: 418.8179 - logits_profile_predictions_loss: 415.6481 - logcount_predictions_loss: 0.4953 437/2279 [====>.........................] - ETA: 9:24 - loss: 418.8163 - logits_profile_predictions_loss: 415.6464 - logcount_predictions_loss: 0.4953 438/2279 [====>.........................] - ETA: 9:23 - loss: 418.8150 - logits_profile_predictions_loss: 415.6452 - logcount_predictions_loss: 0.4953 439/2279 [====>.........................] - ETA: 9:23 - loss: 418.8139 - 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412.6236 - logcount_predictions_loss: 0.4927 2260/2279 [============================>.] - ETA: 5s - loss: 415.7761 - logits_profile_predictions_loss: 412.6232 - logcount_predictions_loss: 0.4927 2261/2279 [============================>.] - ETA: 5s - loss: 415.7757 - logits_profile_predictions_loss: 412.6227 - logcount_predictions_loss: 0.4927 2262/2279 [============================>.] - ETA: 5s - loss: 415.7752 - logits_profile_predictions_loss: 412.6223 - logcount_predictions_loss: 0.4927 2263/2279 [============================>.] - ETA: 4s - loss: 415.7748 - logits_profile_predictions_loss: 412.6219 - logcount_predictions_loss: 0.4927 2264/2279 [============================>.] - ETA: 4s - loss: 415.7744 - logits_profile_predictions_loss: 412.6215 - logcount_predictions_loss: 0.4927 2265/2279 [============================>.] - ETA: 4s - loss: 415.7740 - logits_profile_predictions_loss: 412.6211 - logcount_predictions_loss: 0.4927 2266/2279 [============================>.] - ETA: 3s - loss: 415.7737 - logits_profile_predictions_loss: 412.6207 - logcount_predictions_loss: 0.4927 2267/2279 [============================>.] - ETA: 3s - loss: 415.7733 - logits_profile_predictions_loss: 412.6204 - logcount_predictions_loss: 0.4927 2268/2279 [============================>.] - ETA: 3s - loss: 415.7729 - logits_profile_predictions_loss: 412.6200 - logcount_predictions_loss: 0.4927 2269/2279 [============================>.] - ETA: 3s - loss: 415.7725 - logits_profile_predictions_loss: 412.6196 - logcount_predictions_loss: 0.4927 2270/2279 [============================>.] - ETA: 2s - loss: 415.7721 - logits_profile_predictions_loss: 412.6192 - logcount_predictions_loss: 0.4927 2271/2279 [============================>.] - ETA: 2s - loss: 415.7717 - logits_profile_predictions_loss: 412.6188 - logcount_predictions_loss: 0.4927 2272/2279 [============================>.] - ETA: 2s - loss: 415.7713 - logits_profile_predictions_loss: 412.6184 - logcount_predictions_loss: 0.4927 2273/2279 [============================>.] - ETA: 1s - loss: 415.7709 - logits_profile_predictions_loss: 412.6180 - logcount_predictions_loss: 0.4927 2274/2279 [============================>.] - ETA: 1s - loss: 415.7704 - logits_profile_predictions_loss: 412.6176 - logcount_predictions_loss: 0.4927 2275/2279 [============================>.] - ETA: 1s - loss: 415.7700 - logits_profile_predictions_loss: 412.6171 - logcount_predictions_loss: 0.4927 2276/2279 [============================>.] - ETA: 0s - loss: 415.7695 - logits_profile_predictions_loss: 412.6167 - logcount_predictions_loss: 0.4927 2277/2279 [============================>.] - ETA: 0s - loss: 415.7691 - logits_profile_predictions_loss: 412.6163 - logcount_predictions_loss: 0.4927 2278/2279 [============================>.] - ETA: 0s - loss: 415.7687 - logits_profile_predictions_loss: 412.6158 - logcount_predictions_loss: 0.4927 2279/2279 [==============================] - ETA: 0s - loss: 415.7683 - logits_profile_predictions_loss: 412.6154 - logcount_predictions_loss: 0.4927 2279/2279 [==============================] - 728s 319ms/step - loss: 415.7678 - logits_profile_predictions_loss: 412.6150 - logcount_predictions_loss: 0.4927 - val_loss: 463.9229 - val_logits_profile_predictions_loss: 460.3485 - val_logcount_predictions_loss: 0.5585 Epoch 00019: val_loss did not improve from 458.80490 Epoch 20/50 1/2279 [..............................] - ETA: 12:04 - loss: 390.1425 - logits_profile_predictions_loss: 387.5347 - logcount_predictions_loss: 0.4075 2/2279 [..............................] - ETA: 11:31 - loss: 414.4508 - logits_profile_predictions_loss: 411.9606 - logcount_predictions_loss: 0.3891 3/2279 [..............................] - ETA: 11:31 - loss: 404.2734 - logits_profile_predictions_loss: 401.8549 - logcount_predictions_loss: 0.3779 4/2279 [..............................] - ETA: 11:32 - loss: 403.0070 - logits_profile_predictions_loss: 400.5688 - logcount_predictions_loss: 0.3810 5/2279 [..............................] - ETA: 11:32 - loss: 401.7931 - logits_profile_predictions_loss: 399.3434 - logcount_predictions_loss: 0.3828 6/2279 [..............................] - ETA: 11:32 - loss: 401.2342 - logits_profile_predictions_loss: 398.7780 - logcount_predictions_loss: 0.3838 7/2279 [..............................] - ETA: 11:32 - loss: 399.5271 - logits_profile_predictions_loss: 397.0507 - logcount_predictions_loss: 0.3869 8/2279 [..............................] - ETA: 11:32 - loss: 398.4367 - logits_profile_predictions_loss: 395.9369 - logcount_predictions_loss: 0.3906 9/2279 [..............................] - ETA: 11:31 - loss: 396.7431 - logits_profile_predictions_loss: 394.2195 - logcount_predictions_loss: 0.3943 10/2279 [..............................] - ETA: 11:31 - loss: 395.4204 - logits_profile_predictions_loss: 392.8695 - logcount_predictions_loss: 0.3986 11/2279 [..............................] - ETA: 11:31 - loss: 394.7640 - logits_profile_predictions_loss: 392.1940 - logcount_predictions_loss: 0.4016 12/2279 [..............................] - ETA: 11:31 - loss: 394.7024 - logits_profile_predictions_loss: 392.1205 - logcount_predictions_loss: 0.4034 13/2279 [..............................] - ETA: 11:30 - loss: 394.5480 - logits_profile_predictions_loss: 391.9508 - logcount_predictions_loss: 0.4058 14/2279 [..............................] - ETA: 11:30 - loss: 394.9304 - logits_profile_predictions_loss: 392.3213 - logcount_predictions_loss: 0.4077 15/2279 [..............................] - ETA: 11:30 - loss: 394.9466 - logits_profile_predictions_loss: 392.3297 - logcount_predictions_loss: 0.4089 16/2279 [..............................] - ETA: 11:29 - loss: 394.9234 - logits_profile_predictions_loss: 392.2999 - logcount_predictions_loss: 0.4099 17/2279 [..............................] - ETA: 11:29 - loss: 394.8219 - logits_profile_predictions_loss: 392.1906 - logcount_predictions_loss: 0.4111 18/2279 [..............................] - ETA: 11:29 - loss: 394.7129 - logits_profile_predictions_loss: 392.0718 - logcount_predictions_loss: 0.4127 19/2279 [..............................] - ETA: 11:29 - loss: 394.8403 - logits_profile_predictions_loss: 392.1889 - logcount_predictions_loss: 0.4143 20/2279 [..............................] - ETA: 11:28 - loss: 395.0630 - logits_profile_predictions_loss: 392.4011 - logcount_predictions_loss: 0.4159 21/2279 [..............................] - ETA: 11:28 - loss: 395.5408 - logits_profile_predictions_loss: 392.8683 - logcount_predictions_loss: 0.4176 22/2279 [..............................] - ETA: 11:28 - loss: 395.9319 - logits_profile_predictions_loss: 393.2467 - logcount_predictions_loss: 0.4196 23/2279 [..............................] - ETA: 11:28 - loss: 396.3616 - logits_profile_predictions_loss: 393.6665 - logcount_predictions_loss: 0.4211 24/2279 [..............................] - ETA: 11:27 - loss: 396.6900 - logits_profile_predictions_loss: 393.9842 - logcount_predictions_loss: 0.4228 25/2279 [..............................] - ETA: 11:27 - loss: 396.9176 - logits_profile_predictions_loss: 394.2038 - logcount_predictions_loss: 0.4240 26/2279 [..............................] - ETA: 11:27 - loss: 397.1261 - logits_profile_predictions_loss: 394.4067 - logcount_predictions_loss: 0.4249 27/2279 [..............................] - ETA: 11:26 - loss: 397.2839 - logits_profile_predictions_loss: 394.5583 - logcount_predictions_loss: 0.4259 28/2279 [..............................] - ETA: 11:26 - loss: 397.3675 - logits_profile_predictions_loss: 394.6369 - logcount_predictions_loss: 0.4267 29/2279 [..............................] - ETA: 11:26 - loss: 397.5471 - logits_profile_predictions_loss: 394.8109 - logcount_predictions_loss: 0.4275 30/2279 [..............................] - ETA: 11:26 - loss: 397.7387 - logits_profile_predictions_loss: 394.9973 - logcount_predictions_loss: 0.4283 31/2279 [..............................] - ETA: 11:25 - loss: 397.9161 - logits_profile_predictions_loss: 395.1695 - logcount_predictions_loss: 0.4291 32/2279 [..............................] - ETA: 11:25 - loss: 398.1528 - logits_profile_predictions_loss: 395.4013 - logcount_predictions_loss: 0.4299 33/2279 [..............................] - ETA: 11:25 - loss: 398.4001 - logits_profile_predictions_loss: 395.6427 - logcount_predictions_loss: 0.4308 34/2279 [..............................] - ETA: 11:24 - loss: 398.6502 - logits_profile_predictions_loss: 395.8868 - logcount_predictions_loss: 0.4318 35/2279 [..............................] - ETA: 11:24 - loss: 398.8175 - logits_profile_predictions_loss: 396.0495 - logcount_predictions_loss: 0.4325 36/2279 [..............................] - ETA: 11:24 - loss: 398.9668 - logits_profile_predictions_loss: 396.1942 - logcount_predictions_loss: 0.4332 37/2279 [..............................] - ETA: 11:23 - loss: 399.2036 - logits_profile_predictions_loss: 396.4267 - logcount_predictions_loss: 0.4339 38/2279 [..............................] - ETA: 11:23 - loss: 399.4128 - logits_profile_predictions_loss: 396.6304 - logcount_predictions_loss: 0.4348 39/2279 [..............................] - ETA: 11:23 - loss: 399.6073 - logits_profile_predictions_loss: 396.8194 - logcount_predictions_loss: 0.4356 40/2279 [..............................] - ETA: 11:23 - loss: 399.7773 - logits_profile_predictions_loss: 396.9846 - logcount_predictions_loss: 0.4364 41/2279 [..............................] - ETA: 11:22 - loss: 399.9556 - logits_profile_predictions_loss: 397.1586 - logcount_predictions_loss: 0.4370 42/2279 [..............................] - ETA: 11:22 - loss: 400.1044 - logits_profile_predictions_loss: 397.3038 - logcount_predictions_loss: 0.4376 43/2279 [..............................] - ETA: 11:22 - loss: 400.2045 - logits_profile_predictions_loss: 397.4010 - logcount_predictions_loss: 0.4380 44/2279 [..............................] - ETA: 11:21 - loss: 400.3084 - logits_profile_predictions_loss: 397.5016 - logcount_predictions_loss: 0.4386 45/2279 [..............................] - ETA: 11:21 - loss: 400.4494 - logits_profile_predictions_loss: 397.6396 - logcount_predictions_loss: 0.4390 46/2279 [..............................] - ETA: 11:21 - loss: 400.5727 - logits_profile_predictions_loss: 397.7598 - logcount_predictions_loss: 0.4395 47/2279 [..............................] - ETA: 11:21 - loss: 400.6710 - logits_profile_predictions_loss: 397.8552 - logcount_predictions_loss: 0.4400 48/2279 [..............................] - ETA: 11:20 - loss: 400.7462 - logits_profile_predictions_loss: 397.9280 - logcount_predictions_loss: 0.4403 49/2279 [..............................] - ETA: 11:20 - loss: 400.8163 - logits_profile_predictions_loss: 397.9960 - logcount_predictions_loss: 0.4407 50/2279 [..............................] - ETA: 11:20 - loss: 400.9080 - logits_profile_predictions_loss: 398.0856 - logcount_predictions_loss: 0.4410 51/2279 [..............................] - ETA: 11:19 - loss: 401.0166 - logits_profile_predictions_loss: 398.1922 - logcount_predictions_loss: 0.4413 52/2279 [..............................] - ETA: 11:19 - loss: 401.1268 - logits_profile_predictions_loss: 398.3006 - logcount_predictions_loss: 0.4416 53/2279 [..............................] - ETA: 11:19 - loss: 401.2035 - logits_profile_predictions_loss: 398.3759 - logcount_predictions_loss: 0.4418 54/2279 [..............................] - ETA: 11:19 - loss: 401.2647 - logits_profile_predictions_loss: 398.4360 - logcount_predictions_loss: 0.4420 55/2279 [..............................] - ETA: 11:18 - loss: 401.3023 - logits_profile_predictions_loss: 398.4720 - logcount_predictions_loss: 0.4422 56/2279 [..............................] - ETA: 11:18 - loss: 401.3917 - logits_profile_predictions_loss: 398.5597 - logcount_predictions_loss: 0.4425 57/2279 [..............................] - ETA: 11:18 - loss: 401.5063 - logits_profile_predictions_loss: 398.6727 - logcount_predictions_loss: 0.4427 58/2279 [..............................] - ETA: 11:17 - loss: 401.6102 - logits_profile_predictions_loss: 398.7751 - logcount_predictions_loss: 0.4430 59/2279 [..............................] - ETA: 11:17 - loss: 401.7019 - logits_profile_predictions_loss: 398.8652 - logcount_predictions_loss: 0.4432 60/2279 [..............................] - ETA: 11:17 - loss: 401.7832 - logits_profile_predictions_loss: 398.9448 - logcount_predictions_loss: 0.4435 61/2279 [..............................] - ETA: 11:17 - loss: 401.8705 - logits_profile_predictions_loss: 399.0307 - logcount_predictions_loss: 0.4437 62/2279 [..............................] - ETA: 11:16 - loss: 401.9686 - logits_profile_predictions_loss: 399.1274 - logcount_predictions_loss: 0.4439 63/2279 [..............................] - ETA: 11:16 - loss: 402.0521 - logits_profile_predictions_loss: 399.2094 - logcount_predictions_loss: 0.4442 64/2279 [..............................] - ETA: 11:16 - loss: 402.1292 - logits_profile_predictions_loss: 399.2847 - logcount_predictions_loss: 0.4444 65/2279 [..............................] - ETA: 11:15 - loss: 402.2176 - logits_profile_predictions_loss: 399.3708 - logcount_predictions_loss: 0.4448 66/2279 [..............................] - ETA: 11:15 - loss: 402.3220 - logits_profile_predictions_loss: 399.4730 - logcount_predictions_loss: 0.4451 67/2279 [..............................] - ETA: 11:15 - loss: 402.4177 - logits_profile_predictions_loss: 399.5665 - logcount_predictions_loss: 0.4455 68/2279 [..............................] - ETA: 11:15 - loss: 402.5112 - logits_profile_predictions_loss: 399.6580 - logcount_predictions_loss: 0.4458 69/2279 [..............................] - ETA: 11:14 - loss: 402.6008 - logits_profile_predictions_loss: 399.7456 - logcount_predictions_loss: 0.4461 70/2279 [..............................] - ETA: 11:14 - loss: 402.6785 - logits_profile_predictions_loss: 399.8216 - logcount_predictions_loss: 0.4464 71/2279 [..............................] - ETA: 11:14 - loss: 402.7489 - logits_profile_predictions_loss: 399.8906 - logcount_predictions_loss: 0.4466 72/2279 [..............................] - ETA: 11:13 - loss: 402.8154 - logits_profile_predictions_loss: 399.9555 - logcount_predictions_loss: 0.4468 73/2279 [..............................] - ETA: 11:13 - loss: 402.8832 - logits_profile_predictions_loss: 400.0216 - logcount_predictions_loss: 0.4471 74/2279 [..............................] - ETA: 11:13 - loss: 402.9618 - logits_profile_predictions_loss: 400.0985 - logcount_predictions_loss: 0.4474 75/2279 [..............................] - ETA: 11:12 - loss: 403.0379 - logits_profile_predictions_loss: 400.1728 - logcount_predictions_loss: 0.4477 76/2279 [>.............................] - ETA: 11:12 - loss: 403.1220 - logits_profile_predictions_loss: 400.2552 - logcount_predictions_loss: 0.4479 77/2279 [>.............................] - ETA: 11:12 - loss: 403.2185 - logits_profile_predictions_loss: 400.3499 - logcount_predictions_loss: 0.4482 78/2279 [>.............................] - ETA: 11:12 - loss: 403.3262 - logits_profile_predictions_loss: 400.4559 - logcount_predictions_loss: 0.4485 79/2279 [>.............................] - ETA: 11:11 - loss: 403.4279 - logits_profile_predictions_loss: 400.5559 - logcount_predictions_loss: 0.4487 80/2279 [>.............................] - ETA: 11:11 - loss: 403.5233 - logits_profile_predictions_loss: 400.6496 - logcount_predictions_loss: 0.4490 81/2279 [>.............................] - ETA: 11:11 - loss: 403.6085 - logits_profile_predictions_loss: 400.7329 - logcount_predictions_loss: 0.4493 82/2279 [>.............................] - ETA: 11:10 - loss: 403.6941 - logits_profile_predictions_loss: 400.8169 - logcount_predictions_loss: 0.4495 83/2279 [>.............................] - ETA: 11:10 - loss: 403.7657 - logits_profile_predictions_loss: 400.8870 - logcount_predictions_loss: 0.4498 84/2279 [>.............................] - ETA: 11:10 - loss: 403.8436 - logits_profile_predictions_loss: 400.9636 - logcount_predictions_loss: 0.4500 85/2279 [>.............................] - ETA: 11:09 - loss: 403.9235 - logits_profile_predictions_loss: 401.0422 - logcount_predictions_loss: 0.4502 86/2279 [>.............................] - ETA: 11:09 - loss: 403.9918 - logits_profile_predictions_loss: 401.1094 - logcount_predictions_loss: 0.4504 87/2279 [>.............................] - ETA: 11:09 - loss: 404.0653 - logits_profile_predictions_loss: 401.1818 - logcount_predictions_loss: 0.4505 88/2279 [>.............................] - ETA: 11:09 - loss: 404.1502 - logits_profile_predictions_loss: 401.2657 - logcount_predictions_loss: 0.4507 89/2279 [>.............................] - ETA: 11:08 - loss: 404.2214 - logits_profile_predictions_loss: 401.3357 - logcount_predictions_loss: 0.4509 90/2279 [>.............................] - ETA: 11:08 - loss: 404.2925 - logits_profile_predictions_loss: 401.4055 - logcount_predictions_loss: 0.4511 91/2279 [>.............................] - ETA: 11:08 - loss: 404.3547 - logits_profile_predictions_loss: 401.4664 - logcount_predictions_loss: 0.4513 92/2279 [>.............................] - ETA: 11:07 - loss: 404.4122 - logits_profile_predictions_loss: 401.5227 - logcount_predictions_loss: 0.4515 93/2279 [>.............................] - ETA: 11:07 - loss: 404.4788 - logits_profile_predictions_loss: 401.5883 - logcount_predictions_loss: 0.4516 94/2279 [>.............................] - ETA: 11:07 - loss: 404.5499 - logits_profile_predictions_loss: 401.6583 - logcount_predictions_loss: 0.4518 95/2279 [>.............................] - ETA: 11:07 - loss: 404.6281 - logits_profile_predictions_loss: 401.7354 - logcount_predictions_loss: 0.4520 96/2279 [>.............................] - ETA: 11:06 - loss: 404.7108 - logits_profile_predictions_loss: 401.8172 - logcount_predictions_loss: 0.4521 97/2279 [>.............................] - ETA: 11:06 - loss: 404.7892 - logits_profile_predictions_loss: 401.8945 - logcount_predictions_loss: 0.4523 98/2279 [>.............................] - ETA: 11:06 - loss: 404.8616 - logits_profile_predictions_loss: 401.9660 - logcount_predictions_loss: 0.4524 99/2279 [>.............................] - ETA: 11:05 - loss: 404.9379 - logits_profile_predictions_loss: 402.0413 - logcount_predictions_loss: 0.4526 100/2279 [>.............................] - ETA: 11:05 - loss: 405.0114 - logits_profile_predictions_loss: 402.1138 - logcount_predictions_loss: 0.4527 101/2279 [>.............................] - ETA: 11:05 - loss: 405.0824 - logits_profile_predictions_loss: 402.1838 - logcount_predictions_loss: 0.4529 102/2279 [>.............................] - ETA: 11:04 - loss: 405.1574 - logits_profile_predictions_loss: 402.2578 - logcount_predictions_loss: 0.4531 103/2279 [>.............................] - ETA: 11:04 - loss: 405.2246 - logits_profile_predictions_loss: 402.3241 - logcount_predictions_loss: 0.4532 104/2279 [>.............................] - ETA: 11:04 - loss: 405.2895 - logits_profile_predictions_loss: 402.3883 - logcount_predictions_loss: 0.4533 105/2279 [>.............................] - ETA: 11:04 - loss: 405.3531 - logits_profile_predictions_loss: 402.4512 - logcount_predictions_loss: 0.4534 106/2279 [>.............................] - ETA: 11:03 - loss: 405.4231 - logits_profile_predictions_loss: 402.5204 - logcount_predictions_loss: 0.4535 107/2279 [>.............................] - ETA: 11:03 - loss: 405.4933 - logits_profile_predictions_loss: 402.5901 - logcount_predictions_loss: 0.4536 108/2279 [>.............................] - ETA: 11:03 - loss: 405.5574 - logits_profile_predictions_loss: 402.6535 - logcount_predictions_loss: 0.4537 109/2279 [>.............................] - ETA: 11:02 - loss: 405.6183 - logits_profile_predictions_loss: 402.7138 - logcount_predictions_loss: 0.4538 110/2279 [>.............................] - ETA: 11:02 - loss: 405.6713 - logits_profile_predictions_loss: 402.7662 - logcount_predictions_loss: 0.4539 111/2279 [>.............................] - ETA: 11:02 - loss: 405.7224 - logits_profile_predictions_loss: 402.8168 - logcount_predictions_loss: 0.4540 112/2279 [>.............................] - ETA: 11:01 - loss: 405.7688 - logits_profile_predictions_loss: 402.8626 - logcount_predictions_loss: 0.4541 113/2279 [>.............................] - ETA: 11:01 - loss: 405.8174 - logits_profile_predictions_loss: 402.9105 - logcount_predictions_loss: 0.4542 114/2279 [>.............................] - ETA: 11:01 - loss: 405.8633 - logits_profile_predictions_loss: 402.9558 - logcount_predictions_loss: 0.4543 115/2279 [>.............................] - ETA: 11:01 - loss: 405.9017 - logits_profile_predictions_loss: 402.9936 - logcount_predictions_loss: 0.4544 116/2279 [>.............................] - ETA: 11:00 - loss: 405.9387 - logits_profile_predictions_loss: 403.0300 - logcount_predictions_loss: 0.4545 117/2279 [>.............................] - ETA: 11:00 - loss: 405.9721 - logits_profile_predictions_loss: 403.0628 - logcount_predictions_loss: 0.4546 118/2279 [>.............................] - ETA: 11:00 - loss: 405.9944 - logits_profile_predictions_loss: 403.0846 - logcount_predictions_loss: 0.4547 119/2279 [>.............................] - ETA: 10:59 - loss: 406.0136 - logits_profile_predictions_loss: 403.1031 - logcount_predictions_loss: 0.4548 120/2279 [>.............................] - ETA: 10:59 - loss: 406.0302 - logits_profile_predictions_loss: 403.1191 - logcount_predictions_loss: 0.4549 121/2279 [>.............................] - ETA: 10:59 - loss: 406.0418 - logits_profile_predictions_loss: 403.1300 - logcount_predictions_loss: 0.4550 122/2279 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[===========================>..] - ETA: 23s - loss: 408.6867 - logits_profile_predictions_loss: 405.6451 - logcount_predictions_loss: 0.4753 2203/2279 [===========================>..] - ETA: 23s - loss: 408.6880 - logits_profile_predictions_loss: 405.6464 - logcount_predictions_loss: 0.4753 2204/2279 [============================>.] - ETA: 22s - loss: 408.6894 - logits_profile_predictions_loss: 405.6478 - logcount_predictions_loss: 0.4753 2205/2279 [============================>.] - ETA: 22s - loss: 408.6907 - logits_profile_predictions_loss: 405.6491 - logcount_predictions_loss: 0.4753 2206/2279 [============================>.] - ETA: 22s - loss: 408.6920 - logits_profile_predictions_loss: 405.6503 - logcount_predictions_loss: 0.4753 2207/2279 [============================>.] - ETA: 22s - loss: 408.6933 - logits_profile_predictions_loss: 405.6516 - logcount_predictions_loss: 0.4753 2208/2279 [============================>.] - ETA: 21s - loss: 408.6946 - 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[============================>.] - ETA: 19s - loss: 408.7035 - logits_profile_predictions_loss: 405.6617 - logcount_predictions_loss: 0.4753 2216/2279 [============================>.] - ETA: 19s - loss: 408.7047 - logits_profile_predictions_loss: 405.6630 - logcount_predictions_loss: 0.4753 2217/2279 [============================>.] - ETA: 19s - loss: 408.7060 - logits_profile_predictions_loss: 405.6642 - logcount_predictions_loss: 0.4753 2218/2279 [============================>.] - ETA: 18s - loss: 408.7072 - logits_profile_predictions_loss: 405.6655 - logcount_predictions_loss: 0.4753 2219/2279 [============================>.] - ETA: 18s - loss: 408.7085 - logits_profile_predictions_loss: 405.6667 - logcount_predictions_loss: 0.4753 2220/2279 [============================>.] - ETA: 18s - loss: 408.7097 - logits_profile_predictions_loss: 405.6680 - logcount_predictions_loss: 0.4753 2221/2279 [============================>.] - ETA: 17s - loss: 408.7110 - 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[============================>.] - ETA: 15s - loss: 408.7198 - logits_profile_predictions_loss: 405.6779 - logcount_predictions_loss: 0.4753 2229/2279 [============================>.] - ETA: 15s - loss: 408.7210 - logits_profile_predictions_loss: 405.6792 - logcount_predictions_loss: 0.4753 2230/2279 [============================>.] - ETA: 15s - loss: 408.7223 - logits_profile_predictions_loss: 405.6804 - logcount_predictions_loss: 0.4753 2231/2279 [============================>.] - ETA: 14s - loss: 408.7236 - logits_profile_predictions_loss: 405.6817 - logcount_predictions_loss: 0.4753 2232/2279 [============================>.] - ETA: 14s - loss: 408.7249 - logits_profile_predictions_loss: 405.6830 - logcount_predictions_loss: 0.4753 2233/2279 [============================>.] - ETA: 14s - loss: 408.7261 - logits_profile_predictions_loss: 405.6842 - logcount_predictions_loss: 0.4753 2234/2279 [============================>.] - ETA: 13s - loss: 408.7274 - 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[============================>.] - ETA: 11s - loss: 408.7363 - logits_profile_predictions_loss: 405.6943 - logcount_predictions_loss: 0.4753 2242/2279 [============================>.] - ETA: 11s - loss: 408.7376 - logits_profile_predictions_loss: 405.6956 - logcount_predictions_loss: 0.4753 2243/2279 [============================>.] - ETA: 11s - loss: 408.7389 - logits_profile_predictions_loss: 405.6969 - logcount_predictions_loss: 0.4753 2244/2279 [============================>.] - ETA: 10s - loss: 408.7401 - logits_profile_predictions_loss: 405.6981 - logcount_predictions_loss: 0.4753 2245/2279 [============================>.] - ETA: 10s - loss: 408.7413 - logits_profile_predictions_loss: 405.6993 - logcount_predictions_loss: 0.4753 2246/2279 [============================>.] - ETA: 10s - loss: 408.7426 - logits_profile_predictions_loss: 405.7005 - logcount_predictions_loss: 0.4753 2247/2279 [============================>.] - ETA: 9s - loss: 408.7438 - logits_profile_predictions_loss: 405.7018 - logcount_predictions_loss: 0.4753  2248/2279 [============================>.] - ETA: 9s - loss: 408.7451 - logits_profile_predictions_loss: 405.7030 - logcount_predictions_loss: 0.4753 2249/2279 [============================>.] - ETA: 9s - loss: 408.7463 - logits_profile_predictions_loss: 405.7042 - logcount_predictions_loss: 0.4753 2250/2279 [============================>.] - ETA: 8s - loss: 408.7475 - logits_profile_predictions_loss: 405.7054 - logcount_predictions_loss: 0.4753 2251/2279 [============================>.] - ETA: 8s - loss: 408.7488 - logits_profile_predictions_loss: 405.7067 - logcount_predictions_loss: 0.4753 2252/2279 [============================>.] - ETA: 8s - loss: 408.7500 - logits_profile_predictions_loss: 405.7079 - logcount_predictions_loss: 0.4753 2253/2279 [============================>.] - ETA: 7s - loss: 408.7513 - logits_profile_predictions_loss: 405.7091 - logcount_predictions_loss: 0.4754 2254/2279 [============================>.] - ETA: 7s - 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2261/2279 [============================>.] - ETA: 5s - loss: 408.7614 - logits_profile_predictions_loss: 405.7192 - logcount_predictions_loss: 0.4754 2262/2279 [============================>.] - ETA: 5s - loss: 408.7626 - logits_profile_predictions_loss: 405.7204 - logcount_predictions_loss: 0.4754 2263/2279 [============================>.] - ETA: 4s - loss: 408.7639 - logits_profile_predictions_loss: 405.7217 - logcount_predictions_loss: 0.4754 2264/2279 [============================>.] - ETA: 4s - loss: 408.7652 - logits_profile_predictions_loss: 405.7229 - logcount_predictions_loss: 0.4754 2265/2279 [============================>.] - ETA: 4s - loss: 408.7664 - logits_profile_predictions_loss: 405.7242 - logcount_predictions_loss: 0.4754 2266/2279 [============================>.] - ETA: 3s - loss: 408.7677 - logits_profile_predictions_loss: 405.7254 - logcount_predictions_loss: 0.4754 2267/2279 [============================>.] - ETA: 3s - loss: 408.7689 - logits_profile_predictions_loss: 405.7267 - logcount_predictions_loss: 0.4754 2268/2279 [============================>.] - ETA: 3s - loss: 408.7702 - logits_profile_predictions_loss: 405.7279 - logcount_predictions_loss: 0.4754 2269/2279 [============================>.] - ETA: 3s - loss: 408.7714 - logits_profile_predictions_loss: 405.7291 - logcount_predictions_loss: 0.4754 2270/2279 [============================>.] - ETA: 2s - loss: 408.7727 - logits_profile_predictions_loss: 405.7304 - logcount_predictions_loss: 0.4754 2271/2279 [============================>.] - ETA: 2s - loss: 408.7739 - logits_profile_predictions_loss: 405.7316 - logcount_predictions_loss: 0.4754 2272/2279 [============================>.] - ETA: 2s - loss: 408.7752 - logits_profile_predictions_loss: 405.7328 - logcount_predictions_loss: 0.4754 2273/2279 [============================>.] - ETA: 1s - loss: 408.7764 - logits_profile_predictions_loss: 405.7341 - logcount_predictions_loss: 0.4754 2274/2279 [============================>.] - ETA: 1s - loss: 408.7777 - logits_profile_predictions_loss: 405.7353 - logcount_predictions_loss: 0.4754 2275/2279 [============================>.] - ETA: 1s - loss: 408.7789 - logits_profile_predictions_loss: 405.7365 - logcount_predictions_loss: 0.4754 2276/2279 [============================>.] - ETA: 0s - loss: 408.7801 - logits_profile_predictions_loss: 405.7377 - logcount_predictions_loss: 0.4754 2277/2279 [============================>.] - ETA: 0s - loss: 408.7813 - logits_profile_predictions_loss: 405.7390 - logcount_predictions_loss: 0.4754 2278/2279 [============================>.] - ETA: 0s - loss: 408.7826 - logits_profile_predictions_loss: 405.7402 - logcount_predictions_loss: 0.4754 2279/2279 [==============================] - ETA: 0s - loss: 408.7838 - logits_profile_predictions_loss: 405.7414 - logcount_predictions_loss: 0.4754 2279/2279 [==============================] - 727s 319ms/step - loss: 408.7850 - logits_profile_predictions_loss: 405.7426 - logcount_predictions_loss: 0.4754 - val_loss: 467.3534 - val_logits_profile_predictions_loss: 463.7190 - val_logcount_predictions_loss: 0.5679 Epoch 00020: val_loss did not improve from 458.80490 Epoch 21/50 1/2279 [..............................] - ETA: 12:07 - loss: 380.8153 - logits_profile_predictions_loss: 377.9686 - logcount_predictions_loss: 0.4448 2/2279 [..............................] - ETA: 11:30 - loss: 413.1971 - logits_profile_predictions_loss: 409.9841 - logcount_predictions_loss: 0.5020 3/2279 [..............................] - ETA: 11:30 - loss: 412.3094 - logits_profile_predictions_loss: 409.0633 - logcount_predictions_loss: 0.5072 4/2279 [..............................] - ETA: 11:32 - loss: 408.0564 - logits_profile_predictions_loss: 404.7966 - logcount_predictions_loss: 0.5093 5/2279 [..............................] - ETA: 11:32 - loss: 406.0844 - logits_profile_predictions_loss: 402.8214 - logcount_predictions_loss: 0.5098 6/2279 [..............................] - ETA: 11:31 - loss: 403.1428 - logits_profile_predictions_loss: 399.8968 - logcount_predictions_loss: 0.5072 7/2279 [..............................] - ETA: 11:31 - loss: 401.4214 - logits_profile_predictions_loss: 398.2091 - logcount_predictions_loss: 0.5019 8/2279 [..............................] - ETA: 11:31 - loss: 398.8149 - logits_profile_predictions_loss: 395.6413 - logcount_predictions_loss: 0.4959 9/2279 [..............................] - ETA: 11:31 - loss: 397.9103 - logits_profile_predictions_loss: 394.7640 - logcount_predictions_loss: 0.4916 10/2279 [..............................] - ETA: 11:30 - loss: 397.6771 - logits_profile_predictions_loss: 394.5566 - logcount_predictions_loss: 0.4876 11/2279 [..............................] - ETA: 11:30 - loss: 397.5326 - logits_profile_predictions_loss: 394.4288 - logcount_predictions_loss: 0.4850 12/2279 [..............................] - ETA: 11:30 - loss: 397.1555 - logits_profile_predictions_loss: 394.0540 - logcount_predictions_loss: 0.4846 13/2279 [..............................] - ETA: 11:30 - loss: 396.9678 - logits_profile_predictions_loss: 393.8679 - logcount_predictions_loss: 0.4844 14/2279 [..............................] - ETA: 11:29 - loss: 396.6482 - logits_profile_predictions_loss: 393.5522 - logcount_predictions_loss: 0.4838 15/2279 [..............................] - ETA: 11:29 - loss: 396.8500 - logits_profile_predictions_loss: 393.7565 - logcount_predictions_loss: 0.4834 16/2279 [..............................] - ETA: 11:29 - loss: 397.0328 - logits_profile_predictions_loss: 393.9371 - logcount_predictions_loss: 0.4837 17/2279 [..............................] - ETA: 11:29 - loss: 397.3189 - logits_profile_predictions_loss: 394.2191 - logcount_predictions_loss: 0.4843 18/2279 [..............................] - ETA: 11:29 - loss: 397.4858 - logits_profile_predictions_loss: 394.3844 - logcount_predictions_loss: 0.4846 19/2279 [..............................] - ETA: 11:28 - loss: 397.6605 - logits_profile_predictions_loss: 394.5543 - logcount_predictions_loss: 0.4853 20/2279 [..............................] - ETA: 11:28 - loss: 398.0052 - logits_profile_predictions_loss: 394.8938 - logcount_predictions_loss: 0.4862 21/2279 [..............................] - ETA: 11:28 - loss: 398.3878 - logits_profile_predictions_loss: 395.2741 - logcount_predictions_loss: 0.4865 22/2279 [..............................] - ETA: 11:27 - loss: 398.6904 - logits_profile_predictions_loss: 395.5775 - logcount_predictions_loss: 0.4864 23/2279 [..............................] - ETA: 11:27 - loss: 399.0609 - logits_profile_predictions_loss: 395.9493 - logcount_predictions_loss: 0.4862 24/2279 [..............................] - ETA: 11:27 - loss: 399.5454 - logits_profile_predictions_loss: 396.4339 - logcount_predictions_loss: 0.4862 25/2279 [..............................] - ETA: 11:26 - loss: 400.0622 - logits_profile_predictions_loss: 396.9493 - logcount_predictions_loss: 0.4864 26/2279 [..............................] - ETA: 11:26 - loss: 400.4950 - logits_profile_predictions_loss: 397.3826 - logcount_predictions_loss: 0.4863 27/2279 [..............................] - ETA: 11:26 - loss: 401.0074 - logits_profile_predictions_loss: 397.8939 - logcount_predictions_loss: 0.4865 28/2279 [..............................] - ETA: 11:26 - loss: 401.4456 - logits_profile_predictions_loss: 398.3303 - logcount_predictions_loss: 0.4868 29/2279 [..............................] - ETA: 11:25 - loss: 401.7544 - logits_profile_predictions_loss: 398.6382 - logcount_predictions_loss: 0.4869 30/2279 [..............................] - ETA: 11:25 - loss: 402.0269 - logits_profile_predictions_loss: 398.9089 - logcount_predictions_loss: 0.4872 31/2279 [..............................] - ETA: 11:25 - loss: 402.2928 - logits_profile_predictions_loss: 399.1737 - logcount_predictions_loss: 0.4873 32/2279 [..............................] - ETA: 11:24 - loss: 402.5284 - logits_profile_predictions_loss: 399.4092 - logcount_predictions_loss: 0.4874 33/2279 [..............................] - ETA: 11:24 - loss: 402.7333 - logits_profile_predictions_loss: 399.6147 - logcount_predictions_loss: 0.4873 34/2279 [..............................] - ETA: 11:24 - loss: 402.9151 - logits_profile_predictions_loss: 399.7975 - logcount_predictions_loss: 0.4871 35/2279 [..............................] - ETA: 11:24 - loss: 403.0818 - logits_profile_predictions_loss: 399.9650 - logcount_predictions_loss: 0.4870 36/2279 [..............................] - ETA: 11:24 - loss: 403.2588 - logits_profile_predictions_loss: 400.1432 - logcount_predictions_loss: 0.4868 37/2279 [..............................] - ETA: 11:23 - loss: 403.4278 - logits_profile_predictions_loss: 400.3137 - logcount_predictions_loss: 0.4866 38/2279 [..............................] - ETA: 11:23 - loss: 403.5121 - logits_profile_predictions_loss: 400.3997 - logcount_predictions_loss: 0.4863 39/2279 [..............................] - ETA: 11:23 - loss: 403.5650 - logits_profile_predictions_loss: 400.4538 - logcount_predictions_loss: 0.4861 40/2279 [..............................] - ETA: 11:22 - loss: 403.5926 - logits_profile_predictions_loss: 400.4828 - logcount_predictions_loss: 0.4859 41/2279 [..............................] - ETA: 11:22 - loss: 403.6439 - logits_profile_predictions_loss: 400.5357 - logcount_predictions_loss: 0.4856 42/2279 [..............................] - ETA: 11:22 - loss: 403.7625 - logits_profile_predictions_loss: 400.6557 - logcount_predictions_loss: 0.4854 43/2279 [..............................] - ETA: 11:22 - loss: 403.8609 - logits_profile_predictions_loss: 400.7557 - logcount_predictions_loss: 0.4852 44/2279 [..............................] - ETA: 11:21 - loss: 403.9392 - logits_profile_predictions_loss: 400.8357 - logcount_predictions_loss: 0.4849 45/2279 [..............................] - ETA: 11:21 - loss: 404.0577 - logits_profile_predictions_loss: 400.9562 - logcount_predictions_loss: 0.4846 46/2279 [..............................] - ETA: 11:21 - loss: 404.1524 - logits_profile_predictions_loss: 401.0530 - logcount_predictions_loss: 0.4843 47/2279 [..............................] - ETA: 11:20 - loss: 404.2265 - logits_profile_predictions_loss: 401.1293 - logcount_predictions_loss: 0.4839 48/2279 [..............................] - ETA: 11:20 - loss: 404.3271 - logits_profile_predictions_loss: 401.2319 - logcount_predictions_loss: 0.4836 49/2279 [..............................] - ETA: 11:20 - loss: 404.4470 - logits_profile_predictions_loss: 401.3532 - logcount_predictions_loss: 0.4834 50/2279 [..............................] - ETA: 11:20 - loss: 404.5279 - logits_profile_predictions_loss: 401.4357 - logcount_predictions_loss: 0.4832 51/2279 [..............................] - ETA: 11:19 - loss: 404.6401 - 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[====>.........................] - ETA: 9:20 - loss: 412.1209 - logits_profile_predictions_loss: 409.1085 - logcount_predictions_loss: 0.4707 449/2279 [====>.........................] - ETA: 9:20 - loss: 412.1221 - logits_profile_predictions_loss: 409.1096 - logcount_predictions_loss: 0.4707 450/2279 [====>.........................] - ETA: 9:19 - loss: 412.1229 - logits_profile_predictions_loss: 409.1104 - logcount_predictions_loss: 0.4707 451/2279 [====>.........................] - ETA: 9:19 - loss: 412.1236 - logits_profile_predictions_loss: 409.1112 - logcount_predictions_loss: 0.4707 452/2279 [====>.........................] - ETA: 9:19 - loss: 412.1243 - logits_profile_predictions_loss: 409.1119 - logcount_predictions_loss: 0.4707 453/2279 [====>.........................] - ETA: 9:19 - loss: 412.1251 - logits_profile_predictions_loss: 409.1128 - logcount_predictions_loss: 0.4707 454/2279 [====>.........................] - ETA: 9:18 - loss: 412.1259 - logits_profile_predictions_loss: 409.1136 - logcount_predictions_loss: 0.4707 455/2279 [====>.........................] - ETA: 9:18 - loss: 412.1264 - logits_profile_predictions_loss: 409.1142 - logcount_predictions_loss: 0.4707 456/2279 [=====>........................] - ETA: 9:18 - loss: 412.1265 - logits_profile_predictions_loss: 409.1143 - logcount_predictions_loss: 0.4707 457/2279 [=====>........................] - ETA: 9:17 - loss: 412.1265 - logits_profile_predictions_loss: 409.1143 - logcount_predictions_loss: 0.4707 458/2279 [=====>........................] - ETA: 9:17 - loss: 412.1262 - logits_profile_predictions_loss: 409.1140 - logcount_predictions_loss: 0.4707 459/2279 [=====>........................] - ETA: 9:17 - loss: 412.1260 - logits_profile_predictions_loss: 409.1139 - logcount_predictions_loss: 0.4707 460/2279 [=====>........................] - ETA: 9:16 - loss: 412.1256 - logits_profile_predictions_loss: 409.1135 - logcount_predictions_loss: 0.4707 461/2279 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0.5618 Epoch 00021: val_loss did not improve from 458.80490 Epoch 22/50 1/2279 [..............................] - ETA: 12:03 - loss: 335.8340 - logits_profile_predictions_loss: 334.0318 - logcount_predictions_loss: 0.2816 2/2279 [..............................] - ETA: 11:30 - loss: 348.0694 - logits_profile_predictions_loss: 345.6616 - logcount_predictions_loss: 0.3762 3/2279 [..............................] - ETA: 11:31 - loss: 357.8428 - logits_profile_predictions_loss: 355.2659 - logcount_predictions_loss: 0.4026 4/2279 [..............................] - ETA: 11:32 - loss: 361.8997 - logits_profile_predictions_loss: 359.1929 - logcount_predictions_loss: 0.4229 5/2279 [..............................] - ETA: 11:32 - loss: 369.7090 - logits_profile_predictions_loss: 366.9617 - logcount_predictions_loss: 0.4293 6/2279 [..............................] - ETA: 11:31 - loss: 372.9787 - logits_profile_predictions_loss: 370.2318 - logcount_predictions_loss: 0.4292 7/2279 [..............................] - ETA: 11:31 - loss: 375.5073 - logits_profile_predictions_loss: 372.7698 - logcount_predictions_loss: 0.4277 8/2279 [..............................] - ETA: 11:31 - loss: 378.1437 - logits_profile_predictions_loss: 375.3993 - logcount_predictions_loss: 0.4288 9/2279 [..............................] - ETA: 11:31 - loss: 380.3701 - logits_profile_predictions_loss: 377.6087 - logcount_predictions_loss: 0.4315 10/2279 [..............................] - ETA: 11:30 - loss: 382.2070 - logits_profile_predictions_loss: 379.4386 - logcount_predictions_loss: 0.4326 11/2279 [..............................] - ETA: 11:30 - loss: 383.2510 - logits_profile_predictions_loss: 380.4795 - logcount_predictions_loss: 0.4330 12/2279 [..............................] - ETA: 11:30 - loss: 384.2752 - logits_profile_predictions_loss: 381.5045 - logcount_predictions_loss: 0.4329 13/2279 [..............................] - ETA: 11:29 - loss: 385.0603 - logits_profile_predictions_loss: 382.2866 - logcount_predictions_loss: 0.4334 14/2279 [..............................] - ETA: 11:29 - loss: 386.0752 - logits_profile_predictions_loss: 383.2988 - logcount_predictions_loss: 0.4338 15/2279 [..............................] - ETA: 11:29 - loss: 387.3390 - logits_profile_predictions_loss: 384.5594 - logcount_predictions_loss: 0.4343 16/2279 [..............................] - ETA: 11:29 - loss: 388.2118 - logits_profile_predictions_loss: 385.4266 - logcount_predictions_loss: 0.4352 17/2279 [..............................] - ETA: 11:29 - loss: 388.8472 - logits_profile_predictions_loss: 386.0592 - logcount_predictions_loss: 0.4356 18/2279 [..............................] - ETA: 11:28 - loss: 389.7203 - logits_profile_predictions_loss: 386.9295 - logcount_predictions_loss: 0.4361 19/2279 [..............................] - ETA: 11:28 - loss: 390.3779 - logits_profile_predictions_loss: 387.5859 - logcount_predictions_loss: 0.4362 20/2279 [..............................] - ETA: 11:28 - loss: 390.9803 - logits_profile_predictions_loss: 388.1889 - logcount_predictions_loss: 0.4362 21/2279 [..............................] - ETA: 11:28 - loss: 391.4121 - logits_profile_predictions_loss: 388.6189 - logcount_predictions_loss: 0.4364 22/2279 [..............................] - ETA: 11:27 - loss: 391.7484 - logits_profile_predictions_loss: 388.9518 - logcount_predictions_loss: 0.4370 23/2279 [..............................] - ETA: 11:27 - loss: 392.0305 - logits_profile_predictions_loss: 389.2312 - logcount_predictions_loss: 0.4374 24/2279 [..............................] - ETA: 11:27 - loss: 392.2612 - logits_profile_predictions_loss: 389.4594 - logcount_predictions_loss: 0.4378 25/2279 [..............................] - ETA: 11:27 - loss: 392.3672 - logits_profile_predictions_loss: 389.5639 - logcount_predictions_loss: 0.4380 26/2279 [..............................] - ETA: 11:26 - loss: 392.4204 - logits_profile_predictions_loss: 389.6170 - logcount_predictions_loss: 0.4380 27/2279 [..............................] - ETA: 11:26 - loss: 392.4451 - logits_profile_predictions_loss: 389.6395 - logcount_predictions_loss: 0.4384 28/2279 [..............................] - ETA: 11:26 - loss: 392.3737 - logits_profile_predictions_loss: 389.5672 - logcount_predictions_loss: 0.4385 29/2279 [..............................] - ETA: 11:25 - loss: 392.2857 - logits_profile_predictions_loss: 389.4778 - logcount_predictions_loss: 0.4387 30/2279 [..............................] - ETA: 11:25 - loss: 392.2589 - logits_profile_predictions_loss: 389.4504 - logcount_predictions_loss: 0.4388 31/2279 [..............................] - ETA: 11:25 - loss: 392.2823 - logits_profile_predictions_loss: 389.4734 - logcount_predictions_loss: 0.4389 32/2279 [..............................] - ETA: 11:25 - loss: 392.2647 - logits_profile_predictions_loss: 389.4550 - logcount_predictions_loss: 0.4390 33/2279 [..............................] - ETA: 11:24 - loss: 392.3149 - logits_profile_predictions_loss: 389.5046 - logcount_predictions_loss: 0.4391 34/2279 [..............................] - ETA: 11:24 - loss: 392.4114 - logits_profile_predictions_loss: 389.6008 - logcount_predictions_loss: 0.4392 35/2279 [..............................] - ETA: 11:24 - loss: 392.5711 - logits_profile_predictions_loss: 389.7587 - logcount_predictions_loss: 0.4394 36/2279 [..............................] - ETA: 11:24 - loss: 392.7065 - logits_profile_predictions_loss: 389.8921 - logcount_predictions_loss: 0.4397 37/2279 [..............................] - ETA: 11:23 - loss: 392.8025 - logits_profile_predictions_loss: 389.9860 - logcount_predictions_loss: 0.4401 38/2279 [..............................] - ETA: 11:23 - loss: 392.8923 - logits_profile_predictions_loss: 390.0736 - logcount_predictions_loss: 0.4404 39/2279 [..............................] - ETA: 11:23 - loss: 392.9654 - logits_profile_predictions_loss: 390.1453 - logcount_predictions_loss: 0.4406 40/2279 [..............................] - ETA: 11:22 - loss: 393.0343 - logits_profile_predictions_loss: 390.2133 - logcount_predictions_loss: 0.4408 41/2279 [..............................] - ETA: 11:22 - loss: 393.1700 - logits_profile_predictions_loss: 390.3478 - logcount_predictions_loss: 0.4410 42/2279 [..............................] - ETA: 11:22 - loss: 393.3001 - logits_profile_predictions_loss: 390.4771 - logcount_predictions_loss: 0.4411 43/2279 [..............................] - ETA: 11:22 - loss: 393.4035 - logits_profile_predictions_loss: 390.5797 - logcount_predictions_loss: 0.4412 44/2279 [..............................] - ETA: 11:21 - loss: 393.5129 - logits_profile_predictions_loss: 390.6881 - logcount_predictions_loss: 0.4414 45/2279 [..............................] - ETA: 11:21 - loss: 393.6058 - logits_profile_predictions_loss: 390.7805 - logcount_predictions_loss: 0.4415 46/2279 [..............................] - ETA: 11:21 - loss: 393.7254 - logits_profile_predictions_loss: 390.8993 - logcount_predictions_loss: 0.4416 47/2279 [..............................] - ETA: 11:20 - loss: 393.8595 - logits_profile_predictions_loss: 391.0329 - logcount_predictions_loss: 0.4417 48/2279 [..............................] - ETA: 11:20 - loss: 393.9665 - logits_profile_predictions_loss: 391.1398 - logcount_predictions_loss: 0.4417 49/2279 [..............................] - ETA: 11:20 - loss: 394.0603 - logits_profile_predictions_loss: 391.2331 - logcount_predictions_loss: 0.4418 50/2279 [..............................] - ETA: 11:20 - loss: 394.1510 - logits_profile_predictions_loss: 391.3230 - logcount_predictions_loss: 0.4419 51/2279 [..............................] - ETA: 11:19 - loss: 394.2326 - logits_profile_predictions_loss: 391.4036 - logcount_predictions_loss: 0.4420 52/2279 [..............................] - ETA: 11:19 - loss: 394.3016 - logits_profile_predictions_loss: 391.4716 - logcount_predictions_loss: 0.4422 53/2279 [..............................] - ETA: 11:19 - loss: 394.3946 - logits_profile_predictions_loss: 391.5639 - logcount_predictions_loss: 0.4423 54/2279 [..............................] - ETA: 11:18 - loss: 394.5098 - logits_profile_predictions_loss: 391.6782 - logcount_predictions_loss: 0.4424 55/2279 [..............................] - ETA: 11:18 - loss: 394.6208 - logits_profile_predictions_loss: 391.7881 - logcount_predictions_loss: 0.4426 56/2279 [..............................] - ETA: 11:18 - loss: 394.6985 - logits_profile_predictions_loss: 391.8644 - logcount_predictions_loss: 0.4428 57/2279 [..............................] - ETA: 11:18 - loss: 394.7727 - logits_profile_predictions_loss: 391.9373 - logcount_predictions_loss: 0.4430 58/2279 [..............................] - ETA: 11:17 - loss: 394.8488 - logits_profile_predictions_loss: 392.0121 - logcount_predictions_loss: 0.4432 59/2279 [..............................] - ETA: 11:17 - loss: 394.9093 - logits_profile_predictions_loss: 392.0715 - logcount_predictions_loss: 0.4434 60/2279 [..............................] - ETA: 11:17 - loss: 394.9661 - logits_profile_predictions_loss: 392.1274 - logcount_predictions_loss: 0.4436 61/2279 [..............................] - ETA: 11:16 - loss: 395.0478 - logits_profile_predictions_loss: 392.2081 - logcount_predictions_loss: 0.4437 62/2279 [..............................] - ETA: 11:16 - loss: 395.1580 - logits_profile_predictions_loss: 392.3175 - logcount_predictions_loss: 0.4438 63/2279 [..............................] - ETA: 11:16 - loss: 395.2522 - logits_profile_predictions_loss: 392.4105 - logcount_predictions_loss: 0.4440 64/2279 [..............................] - ETA: 11:16 - loss: 395.3432 - logits_profile_predictions_loss: 392.5002 - logcount_predictions_loss: 0.4442 65/2279 [..............................] - ETA: 11:15 - loss: 395.4188 - logits_profile_predictions_loss: 392.5746 - logcount_predictions_loss: 0.4444 66/2279 [..............................] - ETA: 11:15 - loss: 395.5072 - logits_profile_predictions_loss: 392.6621 - logcount_predictions_loss: 0.4446 67/2279 [..............................] - ETA: 11:15 - loss: 395.5832 - logits_profile_predictions_loss: 392.7370 - logcount_predictions_loss: 0.4447 68/2279 [..............................] - ETA: 11:14 - loss: 395.6555 - logits_profile_predictions_loss: 392.8080 - logcount_predictions_loss: 0.4449 69/2279 [..............................] - ETA: 11:14 - loss: 395.7256 - logits_profile_predictions_loss: 392.8770 - logcount_predictions_loss: 0.4451 70/2279 [..............................] - ETA: 11:14 - loss: 395.7968 - logits_profile_predictions_loss: 392.9472 - logcount_predictions_loss: 0.4452 71/2279 [..............................] - ETA: 11:14 - loss: 395.8565 - logits_profile_predictions_loss: 393.0061 - logcount_predictions_loss: 0.4454 72/2279 [..............................] - ETA: 11:13 - loss: 395.9360 - logits_profile_predictions_loss: 393.0846 - logcount_predictions_loss: 0.4455 73/2279 [..............................] - ETA: 11:13 - loss: 396.0206 - logits_profile_predictions_loss: 393.1684 - logcount_predictions_loss: 0.4457 74/2279 [..............................] - ETA: 11:13 - loss: 396.0903 - logits_profile_predictions_loss: 393.2373 - logcount_predictions_loss: 0.4458 75/2279 [..............................] - ETA: 11:12 - loss: 396.1615 - logits_profile_predictions_loss: 393.3076 - logcount_predictions_loss: 0.4459 76/2279 [>.............................] - ETA: 11:12 - loss: 396.2214 - logits_profile_predictions_loss: 393.3668 - logcount_predictions_loss: 0.4460 77/2279 [>.............................] - ETA: 11:12 - loss: 396.2718 - logits_profile_predictions_loss: 393.4167 - logcount_predictions_loss: 0.4461 78/2279 [>.............................] - ETA: 11:11 - loss: 396.3288 - logits_profile_predictions_loss: 393.4732 - logcount_predictions_loss: 0.4462 79/2279 [>.............................] - ETA: 11:11 - loss: 396.3831 - logits_profile_predictions_loss: 393.5269 - logcount_predictions_loss: 0.4463 80/2279 [>.............................] - ETA: 11:11 - loss: 396.4377 - logits_profile_predictions_loss: 393.5809 - logcount_predictions_loss: 0.4464 81/2279 [>.............................] - ETA: 11:11 - loss: 396.4896 - logits_profile_predictions_loss: 393.6322 - logcount_predictions_loss: 0.4465 82/2279 [>.............................] - ETA: 11:10 - loss: 396.5419 - logits_profile_predictions_loss: 393.6840 - logcount_predictions_loss: 0.4465 83/2279 [>.............................] - ETA: 11:10 - loss: 396.5990 - logits_profile_predictions_loss: 393.7405 - logcount_predictions_loss: 0.4466 84/2279 [>.............................] - ETA: 11:10 - loss: 396.6728 - logits_profile_predictions_loss: 393.8136 - logcount_predictions_loss: 0.4468 85/2279 [>.............................] - ETA: 11:09 - loss: 396.7334 - logits_profile_predictions_loss: 393.8736 - logcount_predictions_loss: 0.4468 86/2279 [>.............................] - ETA: 11:09 - loss: 396.7862 - logits_profile_predictions_loss: 393.9259 - logcount_predictions_loss: 0.4469 87/2279 [>.............................] - ETA: 11:09 - loss: 396.8328 - logits_profile_predictions_loss: 393.9717 - logcount_predictions_loss: 0.4470 88/2279 [>.............................] - ETA: 11:09 - loss: 396.8642 - logits_profile_predictions_loss: 394.0024 - logcount_predictions_loss: 0.4472 89/2279 [>.............................] - ETA: 11:08 - loss: 396.9019 - logits_profile_predictions_loss: 394.0393 - logcount_predictions_loss: 0.4473 90/2279 [>.............................] - ETA: 11:08 - loss: 396.9456 - logits_profile_predictions_loss: 394.0821 - logcount_predictions_loss: 0.4474 91/2279 [>.............................] - ETA: 11:08 - loss: 396.9892 - logits_profile_predictions_loss: 394.1251 - logcount_predictions_loss: 0.4475 92/2279 [>.............................] - ETA: 11:07 - loss: 397.0246 - logits_profile_predictions_loss: 394.1599 - logcount_predictions_loss: 0.4476 93/2279 [>.............................] - ETA: 11:07 - loss: 397.0644 - logits_profile_predictions_loss: 394.1992 - logcount_predictions_loss: 0.4477 94/2279 [>.............................] - ETA: 11:07 - loss: 397.1058 - logits_profile_predictions_loss: 394.2402 - logcount_predictions_loss: 0.4478 95/2279 [>.............................] - ETA: 11:06 - loss: 397.1488 - logits_profile_predictions_loss: 394.2829 - logcount_predictions_loss: 0.4478 96/2279 [>.............................] - ETA: 11:06 - loss: 397.1905 - logits_profile_predictions_loss: 394.3242 - logcount_predictions_loss: 0.4479 97/2279 [>.............................] - ETA: 11:06 - loss: 397.2253 - logits_profile_predictions_loss: 394.3586 - logcount_predictions_loss: 0.4479 98/2279 [>.............................] - ETA: 11:06 - loss: 397.2621 - logits_profile_predictions_loss: 394.3951 - logcount_predictions_loss: 0.4480 99/2279 [>.............................] - ETA: 11:05 - loss: 397.3109 - logits_profile_predictions_loss: 394.4435 - logcount_predictions_loss: 0.4480 100/2279 [>.............................] - ETA: 11:05 - loss: 397.3549 - logits_profile_predictions_loss: 394.4871 - logcount_predictions_loss: 0.4481 101/2279 [>.............................] - ETA: 11:05 - loss: 397.4136 - logits_profile_predictions_loss: 394.5452 - logcount_predictions_loss: 0.4482 102/2279 [>.............................] - ETA: 11:04 - loss: 397.4689 - logits_profile_predictions_loss: 394.6000 - logcount_predictions_loss: 0.4483 103/2279 [>.............................] - ETA: 11:04 - loss: 397.5194 - logits_profile_predictions_loss: 394.6499 - logcount_predictions_loss: 0.4484 104/2279 [>.............................] - ETA: 11:04 - loss: 397.5727 - logits_profile_predictions_loss: 394.7026 - logcount_predictions_loss: 0.4484 105/2279 [>.............................] - ETA: 11:04 - loss: 397.6293 - logits_profile_predictions_loss: 394.7587 - logcount_predictions_loss: 0.4485 106/2279 [>.............................] - ETA: 11:03 - loss: 397.6907 - logits_profile_predictions_loss: 394.8196 - logcount_predictions_loss: 0.4486 107/2279 [>.............................] - ETA: 11:03 - loss: 397.7519 - logits_profile_predictions_loss: 394.8803 - logcount_predictions_loss: 0.4487 108/2279 [>.............................] - ETA: 11:03 - loss: 397.8198 - logits_profile_predictions_loss: 394.9477 - logcount_predictions_loss: 0.4488 109/2279 [>.............................] - ETA: 11:02 - loss: 397.8871 - logits_profile_predictions_loss: 395.0146 - logcount_predictions_loss: 0.4488 110/2279 [>.............................] - ETA: 11:02 - loss: 397.9554 - logits_profile_predictions_loss: 395.0824 - logcount_predictions_loss: 0.4489 111/2279 [>.............................] - ETA: 11:02 - loss: 398.0236 - logits_profile_predictions_loss: 395.1503 - logcount_predictions_loss: 0.4490 112/2279 [>.............................] - ETA: 11:02 - loss: 398.0909 - logits_profile_predictions_loss: 395.2172 - logcount_predictions_loss: 0.4490 113/2279 [>.............................] - ETA: 11:01 - loss: 398.1584 - logits_profile_predictions_loss: 395.2843 - logcount_predictions_loss: 0.4491 114/2279 [>.............................] - ETA: 11:01 - loss: 398.2231 - logits_profile_predictions_loss: 395.3486 - logcount_predictions_loss: 0.4491 115/2279 [>.............................] - ETA: 11:01 - loss: 398.2864 - logits_profile_predictions_loss: 395.4115 - logcount_predictions_loss: 0.4492 116/2279 [>.............................] - ETA: 11:00 - loss: 398.3494 - logits_profile_predictions_loss: 395.4740 - logcount_predictions_loss: 0.4493 117/2279 [>.............................] - ETA: 11:00 - loss: 398.4164 - logits_profile_predictions_loss: 395.5406 - logcount_predictions_loss: 0.4493 118/2279 [>.............................] - ETA: 11:00 - loss: 398.4780 - logits_profile_predictions_loss: 395.6019 - logcount_predictions_loss: 0.4494 119/2279 [>.............................] - ETA: 10:59 - loss: 398.5465 - logits_profile_predictions_loss: 395.6700 - logcount_predictions_loss: 0.4495 120/2279 [>.............................] - ETA: 10:59 - loss: 398.6122 - logits_profile_predictions_loss: 395.7354 - logcount_predictions_loss: 0.4495 121/2279 [>.............................] - ETA: 10:59 - loss: 398.6733 - logits_profile_predictions_loss: 395.7962 - logcount_predictions_loss: 0.4495 122/2279 [>.............................] - ETA: 10:59 - loss: 398.7330 - logits_profile_predictions_loss: 395.8556 - logcount_predictions_loss: 0.4496 123/2279 [>.............................] - ETA: 10:58 - loss: 398.7938 - logits_profile_predictions_loss: 395.9161 - logcount_predictions_loss: 0.4496 124/2279 [>.............................] - ETA: 10:58 - loss: 398.8611 - logits_profile_predictions_loss: 395.9830 - logcount_predictions_loss: 0.4497 125/2279 [>.............................] - ETA: 10:58 - loss: 398.9261 - logits_profile_predictions_loss: 396.0476 - logcount_predictions_loss: 0.4498 126/2279 [>.............................] - ETA: 10:57 - loss: 398.9895 - logits_profile_predictions_loss: 396.1107 - logcount_predictions_loss: 0.4498 127/2279 [>.............................] - ETA: 10:57 - loss: 399.0497 - logits_profile_predictions_loss: 396.1706 - logcount_predictions_loss: 0.4499 128/2279 [>.............................] - ETA: 10:57 - loss: 399.1063 - logits_profile_predictions_loss: 396.2270 - logcount_predictions_loss: 0.4499 129/2279 [>.............................] - ETA: 10:56 - loss: 399.1619 - logits_profile_predictions_loss: 396.2823 - logcount_predictions_loss: 0.4499 130/2279 [>.............................] - ETA: 10:56 - loss: 399.2145 - logits_profile_predictions_loss: 396.3345 - logcount_predictions_loss: 0.4500 131/2279 [>.............................] - ETA: 10:56 - loss: 399.2639 - logits_profile_predictions_loss: 396.3836 - logcount_predictions_loss: 0.4500 132/2279 [>.............................] - ETA: 10:56 - loss: 399.3115 - logits_profile_predictions_loss: 396.4309 - logcount_predictions_loss: 0.4501 133/2279 [>.............................] - ETA: 10:55 - loss: 399.3541 - logits_profile_predictions_loss: 396.4733 - logcount_predictions_loss: 0.4501 134/2279 [>.............................] - ETA: 10:55 - loss: 399.3949 - logits_profile_predictions_loss: 396.5139 - logcount_predictions_loss: 0.4501 135/2279 [>.............................] - ETA: 10:55 - loss: 399.4386 - logits_profile_predictions_loss: 396.5576 - logcount_predictions_loss: 0.4502 136/2279 [>.............................] - ETA: 10:54 - loss: 399.4822 - logits_profile_predictions_loss: 396.6010 - logcount_predictions_loss: 0.4502 137/2279 [>.............................] - ETA: 10:54 - loss: 399.5227 - logits_profile_predictions_loss: 396.6414 - logcount_predictions_loss: 0.4502 138/2279 [>.............................] - ETA: 10:54 - loss: 399.5628 - logits_profile_predictions_loss: 396.6813 - logcount_predictions_loss: 0.4502 139/2279 [>.............................] - ETA: 10:53 - loss: 399.6025 - logits_profile_predictions_loss: 396.7208 - logcount_predictions_loss: 0.4503 140/2279 [>.............................] - ETA: 10:53 - loss: 399.6382 - logits_profile_predictions_loss: 396.7564 - logcount_predictions_loss: 0.4503 141/2279 [>.............................] - ETA: 10:53 - loss: 399.6760 - logits_profile_predictions_loss: 396.7940 - logcount_predictions_loss: 0.4503 142/2279 [>.............................] - ETA: 10:53 - loss: 399.7142 - logits_profile_predictions_loss: 396.8320 - logcount_predictions_loss: 0.4503 143/2279 [>.............................] - ETA: 10:52 - loss: 399.7514 - 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[===>..........................] - ETA: 9:47 - loss: 402.7980 - logits_profile_predictions_loss: 399.9009 - logcount_predictions_loss: 0.4527 359/2279 [===>..........................] - ETA: 9:47 - loss: 402.7970 - logits_profile_predictions_loss: 399.8998 - logcount_predictions_loss: 0.4527 360/2279 [===>..........................] - ETA: 9:47 - loss: 402.7958 - logits_profile_predictions_loss: 399.8987 - logcount_predictions_loss: 0.4527 361/2279 [===>..........................] - ETA: 9:46 - loss: 402.7943 - logits_profile_predictions_loss: 399.8972 - logcount_predictions_loss: 0.4527 362/2279 [===>..........................] - ETA: 9:46 - loss: 402.7927 - logits_profile_predictions_loss: 399.8956 - logcount_predictions_loss: 0.4527 363/2279 [===>..........................] - ETA: 9:46 - loss: 402.7906 - logits_profile_predictions_loss: 399.8935 - logcount_predictions_loss: 0.4527 364/2279 [===>..........................] - ETA: 9:46 - loss: 402.7884 - 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[====>.........................] - ETA: 9:39 - loss: 402.7501 - logits_profile_predictions_loss: 399.8532 - logcount_predictions_loss: 0.4526 385/2279 [====>.........................] - ETA: 9:39 - loss: 402.7499 - logits_profile_predictions_loss: 399.8531 - logcount_predictions_loss: 0.4526 386/2279 [====>.........................] - ETA: 9:39 - loss: 402.7496 - logits_profile_predictions_loss: 399.8528 - logcount_predictions_loss: 0.4526 387/2279 [====>.........................] - ETA: 9:39 - loss: 402.7488 - logits_profile_predictions_loss: 399.8521 - logcount_predictions_loss: 0.4526 388/2279 [====>.........................] - ETA: 9:38 - loss: 402.7481 - logits_profile_predictions_loss: 399.8514 - logcount_predictions_loss: 0.4526 389/2279 [====>.........................] - ETA: 9:38 - loss: 402.7477 - logits_profile_predictions_loss: 399.8510 - logcount_predictions_loss: 0.4526 390/2279 [====>.........................] - ETA: 9:38 - loss: 402.7475 - logits_profile_predictions_loss: 399.8509 - logcount_predictions_loss: 0.4526 391/2279 [====>.........................] - ETA: 9:37 - loss: 402.7472 - logits_profile_predictions_loss: 399.8506 - logcount_predictions_loss: 0.4526 392/2279 [====>.........................] - ETA: 9:37 - loss: 402.7473 - logits_profile_predictions_loss: 399.8508 - logcount_predictions_loss: 0.4526 393/2279 [====>.........................] - ETA: 9:37 - loss: 402.7474 - logits_profile_predictions_loss: 399.8509 - logcount_predictions_loss: 0.4526 394/2279 [====>.........................] - ETA: 9:36 - loss: 402.7473 - logits_profile_predictions_loss: 399.8508 - logcount_predictions_loss: 0.4526 395/2279 [====>.........................] - ETA: 9:36 - loss: 402.7467 - logits_profile_predictions_loss: 399.8503 - logcount_predictions_loss: 0.4526 396/2279 [====>.........................] - ETA: 9:36 - loss: 402.7455 - logits_profile_predictions_loss: 399.8491 - logcount_predictions_loss: 0.4526 397/2279 [====>.........................] - ETA: 9:36 - loss: 402.7444 - logits_profile_predictions_loss: 399.8480 - logcount_predictions_loss: 0.4526 398/2279 [====>.........................] - ETA: 9:35 - loss: 402.7431 - logits_profile_predictions_loss: 399.8468 - logcount_predictions_loss: 0.4525 399/2279 [====>.........................] - ETA: 9:35 - loss: 402.7415 - logits_profile_predictions_loss: 399.8453 - logcount_predictions_loss: 0.4525 400/2279 [====>.........................] - ETA: 9:35 - loss: 402.7399 - logits_profile_predictions_loss: 399.8437 - logcount_predictions_loss: 0.4525 401/2279 [====>.........................] - ETA: 9:34 - loss: 402.7381 - logits_profile_predictions_loss: 399.8419 - logcount_predictions_loss: 0.4525 402/2279 [====>.........................] - ETA: 9:34 - loss: 402.7360 - logits_profile_predictions_loss: 399.8399 - logcount_predictions_loss: 0.4525 403/2279 [====>.........................] - ETA: 9:34 - loss: 402.7341 - logits_profile_predictions_loss: 399.8380 - logcount_predictions_loss: 0.4525 404/2279 [====>.........................] - ETA: 9:33 - loss: 402.7324 - logits_profile_predictions_loss: 399.8363 - logcount_predictions_loss: 0.4525 405/2279 [====>.........................] - ETA: 9:33 - loss: 402.7316 - logits_profile_predictions_loss: 399.8356 - logcount_predictions_loss: 0.4525 406/2279 [====>.........................] - ETA: 9:33 - loss: 402.7305 - logits_profile_predictions_loss: 399.8345 - logcount_predictions_loss: 0.4525 407/2279 [====>.........................] - ETA: 9:33 - loss: 402.7294 - logits_profile_predictions_loss: 399.8334 - logcount_predictions_loss: 0.4525 408/2279 [====>.........................] - ETA: 9:32 - loss: 402.7281 - logits_profile_predictions_loss: 399.8322 - logcount_predictions_loss: 0.4525 409/2279 [====>.........................] - ETA: 9:32 - loss: 402.7272 - logits_profile_predictions_loss: 399.8314 - logcount_predictions_loss: 0.4525 410/2279 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[============================>.] - ETA: 19s - loss: 403.4930 - logits_profile_predictions_loss: 400.6206 - logcount_predictions_loss: 0.4488 2218/2279 [============================>.] - ETA: 18s - loss: 403.4931 - logits_profile_predictions_loss: 400.6206 - logcount_predictions_loss: 0.4488 2219/2279 [============================>.] - ETA: 18s - loss: 403.4931 - logits_profile_predictions_loss: 400.6207 - logcount_predictions_loss: 0.4488 2220/2279 [============================>.] - ETA: 18s - loss: 403.4932 - logits_profile_predictions_loss: 400.6207 - logcount_predictions_loss: 0.4488 2221/2279 [============================>.] - ETA: 17s - loss: 403.4932 - logits_profile_predictions_loss: 400.6208 - logcount_predictions_loss: 0.4488 2222/2279 [============================>.] - ETA: 17s - loss: 403.4933 - logits_profile_predictions_loss: 400.6208 - logcount_predictions_loss: 0.4488 2223/2279 [============================>.] - ETA: 17s - loss: 403.4933 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2224/2279 [============================>.] - ETA: 16s - loss: 403.4933 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2225/2279 [============================>.] - ETA: 16s - loss: 403.4934 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2226/2279 [============================>.] - ETA: 16s - loss: 403.4934 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2227/2279 [============================>.] - ETA: 15s - loss: 403.4934 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2228/2279 [============================>.] - ETA: 15s - loss: 403.4934 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2229/2279 [============================>.] - ETA: 15s - loss: 403.4934 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2230/2279 [============================>.] - ETA: 15s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2231/2279 [============================>.] - ETA: 14s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2232/2279 [============================>.] - ETA: 14s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2233/2279 [============================>.] - ETA: 14s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2234/2279 [============================>.] - ETA: 13s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2235/2279 [============================>.] - ETA: 13s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2236/2279 [============================>.] - ETA: 13s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2237/2279 [============================>.] - ETA: 12s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2238/2279 [============================>.] - ETA: 12s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2239/2279 [============================>.] - ETA: 12s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2240/2279 [============================>.] - ETA: 11s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2241/2279 [============================>.] - ETA: 11s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2242/2279 [============================>.] - ETA: 11s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2243/2279 [============================>.] - ETA: 11s - loss: 403.4934 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2244/2279 [============================>.] - ETA: 10s - loss: 403.4933 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2245/2279 [============================>.] - ETA: 10s - loss: 403.4933 - logits_profile_predictions_loss: 400.6211 - logcount_predictions_loss: 0.4488 2246/2279 [============================>.] - ETA: 10s - loss: 403.4933 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2247/2279 [============================>.] - ETA: 9s - loss: 403.4933 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488  2248/2279 [============================>.] - ETA: 9s - loss: 403.4932 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2249/2279 [============================>.] - ETA: 9s - loss: 403.4932 - logits_profile_predictions_loss: 400.6210 - logcount_predictions_loss: 0.4488 2250/2279 [============================>.] - ETA: 8s - loss: 403.4932 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2251/2279 [============================>.] - ETA: 8s - loss: 403.4931 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2252/2279 [============================>.] - ETA: 8s - loss: 403.4931 - logits_profile_predictions_loss: 400.6209 - logcount_predictions_loss: 0.4488 2253/2279 [============================>.] - ETA: 7s - loss: 403.4930 - logits_profile_predictions_loss: 400.6208 - logcount_predictions_loss: 0.4488 2254/2279 [============================>.] - ETA: 7s - loss: 403.4930 - logits_profile_predictions_loss: 400.6208 - logcount_predictions_loss: 0.4488 2255/2279 [============================>.] - ETA: 7s - loss: 403.4929 - logits_profile_predictions_loss: 400.6207 - logcount_predictions_loss: 0.4488 2256/2279 [============================>.] - ETA: 7s - loss: 403.4928 - logits_profile_predictions_loss: 400.6206 - logcount_predictions_loss: 0.4488 2257/2279 [============================>.] - ETA: 6s - loss: 403.4928 - logits_profile_predictions_loss: 400.6206 - logcount_predictions_loss: 0.4488 2258/2279 [============================>.] - ETA: 6s - loss: 403.4927 - logits_profile_predictions_loss: 400.6205 - logcount_predictions_loss: 0.4488 2259/2279 [============================>.] - ETA: 6s - loss: 403.4926 - logits_profile_predictions_loss: 400.6204 - logcount_predictions_loss: 0.4488 2260/2279 [============================>.] - ETA: 5s - loss: 403.4925 - logits_profile_predictions_loss: 400.6203 - logcount_predictions_loss: 0.4488 2261/2279 [============================>.] - ETA: 5s - loss: 403.4924 - logits_profile_predictions_loss: 400.6202 - logcount_predictions_loss: 0.4488 2262/2279 [============================>.] - ETA: 5s - loss: 403.4923 - logits_profile_predictions_loss: 400.6201 - logcount_predictions_loss: 0.4488 2263/2279 [============================>.] - ETA: 4s - loss: 403.4922 - logits_profile_predictions_loss: 400.6200 - logcount_predictions_loss: 0.4488 2264/2279 [============================>.] - ETA: 4s - loss: 403.4921 - logits_profile_predictions_loss: 400.6199 - logcount_predictions_loss: 0.4488 2265/2279 [============================>.] - ETA: 4s - loss: 403.4920 - logits_profile_predictions_loss: 400.6198 - logcount_predictions_loss: 0.4488 2266/2279 [============================>.] - ETA: 3s - loss: 403.4919 - logits_profile_predictions_loss: 400.6198 - logcount_predictions_loss: 0.4488 2267/2279 [============================>.] - ETA: 3s - loss: 403.4918 - logits_profile_predictions_loss: 400.6197 - logcount_predictions_loss: 0.4488 2268/2279 [============================>.] - ETA: 3s - loss: 403.4917 - logits_profile_predictions_loss: 400.6196 - logcount_predictions_loss: 0.4488 2269/2279 [============================>.] - ETA: 3s - loss: 403.4916 - logits_profile_predictions_loss: 400.6195 - logcount_predictions_loss: 0.4487 2270/2279 [============================>.] - ETA: 2s - loss: 403.4915 - logits_profile_predictions_loss: 400.6194 - logcount_predictions_loss: 0.4487 2271/2279 [============================>.] - ETA: 2s - loss: 403.4915 - logits_profile_predictions_loss: 400.6194 - logcount_predictions_loss: 0.4487 2272/2279 [============================>.] - ETA: 2s - loss: 403.4914 - logits_profile_predictions_loss: 400.6193 - logcount_predictions_loss: 0.4487 2273/2279 [============================>.] - ETA: 1s - loss: 403.4913 - logits_profile_predictions_loss: 400.6192 - logcount_predictions_loss: 0.4487 2274/2279 [============================>.] - ETA: 1s - loss: 403.4912 - logits_profile_predictions_loss: 400.6191 - logcount_predictions_loss: 0.4487 2275/2279 [============================>.] - ETA: 1s - loss: 403.4911 - logits_profile_predictions_loss: 400.6190 - logcount_predictions_loss: 0.4487 2276/2279 [============================>.] - ETA: 0s - loss: 403.4909 - logits_profile_predictions_loss: 400.6189 - logcount_predictions_loss: 0.4487 2277/2279 [============================>.] - ETA: 0s - loss: 403.4908 - logits_profile_predictions_loss: 400.6188 - logcount_predictions_loss: 0.4487 2278/2279 [============================>.] - ETA: 0s - loss: 403.4907 - logits_profile_predictions_loss: 400.6187 - logcount_predictions_loss: 0.4487 2279/2279 [==============================] - ETA: 0s - loss: 403.4906 - logits_profile_predictions_loss: 400.6186 - logcount_predictions_loss: 0.4487 2279/2279 [==============================] - 728s 319ms/step - loss: 403.4905 - logits_profile_predictions_loss: 400.6185 - logcount_predictions_loss: 0.4487 - val_loss: 465.9417 - val_logits_profile_predictions_loss: 462.3669 - val_logcount_predictions_loss: 0.5586 Epoch 00022: val_loss did not improve from 458.80490 Restoring model weights from the end of the best epoch. Epoch 00022: early stopping save model save model without bias 2022-10-06_14-23-24: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/bigWigs/ENCSR111LTT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(30669, 10) loading nonpeaks... got split:test for bed regions:(29296, 10) 0/235 100/235 200/235 2022-10-06_14-29-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/bigWigs/ENCSR111LTT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(30669, 10) loading nonpeaks... got split:test for bed regions:(29296, 10) 0/235 100/235 200/235 2022-10-06_14-33-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR111LTT//preprocessing/bigWigs/ENCSR111LTT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(30669, 10) loading nonpeaks... got split:test for bed regions:(29296, 10) 0/235 100/235 200/235 2022-10-06_14-36-46: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2022-10-06_14-36-46: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/33 [..............................] - ETA: 10:58 3/33 [=>............................] - ETA: 14s  4/33 [==>...........................] - ETA: 18s 5/33 [===>..........................] - ETA: 19s 6/33 [====>.........................] - ETA: 20s 7/33 [=====>........................] - ETA: 20s 8/33 [======>.......................] - ETA: 20s 9/33 [=======>......................] - ETA: 19s 10/33 [========>.....................] - ETA: 19s 11/33 [=========>....................] - ETA: 18s 12/33 [=========>....................] - ETA: 17s 13/33 [==========>...................] - ETA: 17s 14/33 [===========>..................] - ETA: 16s 15/33 [============>.................] - ETA: 15s 16/33 [=============>................] - ETA: 14s 17/33 [==============>...............] - ETA: 14s 18/33 [===============>..............] - ETA: 13s 19/33 [================>.............] - ETA: 12s 20/33 [=================>............] - ETA: 11s 21/33 [==================>...........] - ETA: 10s 22/33 [===================>..........] - ETA: 9s  23/33 [===================>..........] - ETA: 8s 24/33 [====================>.........] - ETA: 8s 25/33 [=====================>........] - ETA: 7s 26/33 [======================>.......] - ETA: 6s 27/33 [=======================>......] - ETA: 5s 28/33 [========================>.....] - ETA: 4s 29/33 [=========================>....] - ETA: 3s 30/33 [==========================>...] - ETA: 2s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 74s 2s/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 29s 3/33 [=>............................] - ETA: 28s 4/33 [==>...........................] - ETA: 27s 5/33 [===>..........................] - ETA: 26s 6/33 [====>.........................] - ETA: 25s 7/33 [=====>........................] - ETA: 24s 8/33 [======>.......................] - ETA: 23s 9/33 [=======>......................] - ETA: 22s 10/33 [========>.....................] - ETA: 21s 11/33 [=========>....................] - ETA: 20s 12/33 [=========>....................] - ETA: 19s 13/33 [==========>...................] - ETA: 18s 14/33 [===========>..................] - ETA: 17s 15/33 [============>.................] - ETA: 16s 16/33 [=============>................] - ETA: 16s 17/33 [==============>...............] - ETA: 15s 18/33 [===============>..............] - ETA: 14s 19/33 [================>.............] - ETA: 13s 20/33 [=================>............] - ETA: 12s 21/33 [==================>...........] - ETA: 11s 22/33 [===================>..........] - ETA: 10s 23/33 [===================>..........] - ETA: 9s  24/33 [====================>.........] - ETA: 8s 25/33 [=====================>........] - ETA: 7s 26/33 [======================>.......] - ETA: 6s 27/33 [=======================>......] - ETA: 5s 28/33 [========================>.....] - ETA: 4s 29/33 [=========================>....] - ETA: 3s 30/33 [==========================>...] - ETA: 2s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 31s 961ms/step inserting motif: dnase_2 TGTACTTACGAA 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 29s 3/33 [=>............................] - ETA: 28s 4/33 [==>...........................] - ETA: 27s 5/33 [===>..........................] - ETA: 26s 6/33 [====>.........................] - ETA: 25s 7/33 [=====>........................] - ETA: 24s 8/33 [======>.......................] - ETA: 23s 9/33 [=======>......................] - ETA: 22s 10/33 [========>.....................] - ETA: 21s 11/33 [=========>....................] - ETA: 20s 12/33 [=========>....................] - ETA: 19s 13/33 [==========>...................] - ETA: 18s 14/33 [===========>..................] - ETA: 18s 15/33 [============>.................] - ETA: 17s 16/33 [=============>................] - ETA: 16s 17/33 [==============>...............] - ETA: 15s 18/33 [===============>..............] - ETA: 14s 19/33 [================>.............] - ETA: 13s 20/33 [=================>............] - ETA: 12s 21/33 [==================>...........] - ETA: 11s 22/33 [===================>..........] - ETA: 10s 23/33 [===================>..........] - ETA: 9s  24/33 [====================>.........] - ETA: 8s 25/33 [=====================>........] - ETA: 7s 26/33 [======================>.......] - ETA: 6s 27/33 [=======================>......] - ETA: 5s 28/33 [========================>.....] - ETA: 4s 29/33 [=========================>....] - ETA: 3s 30/33 [==========================>...] - ETA: 2s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 31s 965ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 29s 3/33 [=>............................] - ETA: 28s 4/33 [==>...........................] - ETA: 27s 5/33 [===>..........................] - ETA: 26s 6/33 [====>.........................] - ETA: 25s 7/33 [=====>........................] - ETA: 24s 8/33 [======>.......................] - ETA: 23s 9/33 [=======>......................] - ETA: 22s 10/33 [========>.....................] - ETA: 21s 11/33 [=========>....................] - ETA: 20s 12/33 [=========>....................] - ETA: 19s 13/33 [==========>...................] - ETA: 19s 14/33 [===========>..................] - ETA: 18s 15/33 [============>.................] - ETA: 17s 16/33 [=============>................] - ETA: 16s 17/33 [==============>...............] - ETA: 15s 18/33 [===============>..............] - ETA: 14s 19/33 [================>.............] - ETA: 13s 20/33 [=================>............] - ETA: 12s 21/33 [==================>...........] - ETA: 11s 22/33 [===================>..........] - ETA: 10s 23/33 [===================>..........] - ETA: 9s  24/33 [====================>.........] - ETA: 8s 25/33 [=====================>........] - ETA: 7s 26/33 [======================>.......] - ETA: 6s 27/33 [=======================>......] - ETA: 5s 28/33 [========================>.....] - ETA: 4s 29/33 [=========================>....] - ETA: 3s 30/33 [==========================>...] - ETA: 2s 31/33 [===========================>..] - ETA: 1s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 31s 967ms/step Saving marginal footprints 2022-10-06_14-39-55: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2022-10-06_14-39-55: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR111LTT//chrombppnet_model_encsr283tme_bias_fold_2//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/33 [..............................] - ETA: 8:14 3/33 [=>............................] - ETA: 1s  4/33 [==>...........................] - ETA: 1s 5/33 [===>..........................] - ETA: 1s 6/33 [====>.........................] - ETA: 1s 7/33 [=====>........................] - ETA: 1s 8/33 [======>.......................] - ETA: 1s 9/33 [=======>......................] - ETA: 1s 10/33 [========>.....................] - ETA: 1s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 1s 16/33 [=============>................] - ETA: 1s 17/33 [==============>...............] - ETA: 1s 18/33 [===============>..............] - ETA: 1s 19/33 [================>.............] - ETA: 1s 20/33 [=================>............] - ETA: 1s 21/33 [==================>...........] - ETA: 1s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 [====================>.........] - ETA: 0s 25/33 [=====================>........] - ETA: 0s 26/33 [======================>.......] - ETA: 0s 27/33 [=======================>......] - ETA: 0s 28/33 [========================>.....] - ETA: 0s 29/33 [=========================>....] - ETA: 0s 30/33 [==========================>...] - ETA: 0s 31/33 [===========================>..] - ETA: 0s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 31s 490ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 2s 3/33 [=>............................] - ETA: 2s 4/33 [==>...........................] - ETA: 2s 5/33 [===>..........................] - ETA: 2s 6/33 [====>.........................] - ETA: 2s 7/33 [=====>........................] - ETA: 2s 8/33 [======>.......................] - ETA: 2s 9/33 [=======>......................] - ETA: 2s 10/33 [========>.....................] - ETA: 2s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 1s 16/33 [=============>................] - ETA: 1s 17/33 [==============>...............] - ETA: 1s 18/33 [===============>..............] - ETA: 1s 19/33 [================>.............] - ETA: 1s 20/33 [=================>............] - ETA: 1s 21/33 [==================>...........] - ETA: 1s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 [====================>.........] - ETA: 0s 25/33 [=====================>........] - ETA: 0s 26/33 [======================>.......] - ETA: 0s 27/33 [=======================>......] - ETA: 0s 28/33 [========================>.....] - ETA: 0s 29/33 [=========================>....] - ETA: 0s 30/33 [==========================>...] - ETA: 0s 31/33 [===========================>..] - ETA: 0s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 3s 88ms/step inserting motif: dnase_2 TGTACTTACGAA 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 2s 3/33 [=>............................] - ETA: 2s 4/33 [==>...........................] - ETA: 2s 5/33 [===>..........................] - ETA: 2s 6/33 [====>.........................] - ETA: 2s 7/33 [=====>........................] - ETA: 2s 8/33 [======>.......................] - ETA: 2s 9/33 [=======>......................] - ETA: 2s 10/33 [========>.....................] - ETA: 1s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 1s 16/33 [=============>................] - ETA: 1s 17/33 [==============>...............] - ETA: 1s 18/33 [===============>..............] - ETA: 1s 19/33 [================>.............] - ETA: 1s 20/33 [=================>............] - ETA: 1s 21/33 [==================>...........] - ETA: 1s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 [====================>.........] - ETA: 0s 25/33 [=====================>........] - ETA: 0s 26/33 [======================>.......] - ETA: 0s 27/33 [=======================>......] - ETA: 0s 28/33 [========================>.....] - ETA: 0s 29/33 [=========================>....] - ETA: 0s 30/33 [==========================>...] - ETA: 0s 31/33 [===========================>..] - ETA: 0s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 3s 87ms/step 1/33 [..............................] - ETA: 0s 2/33 [>.............................] - ETA: 2s 3/33 [=>............................] - ETA: 2s 4/33 [==>...........................] - ETA: 2s 5/33 [===>..........................] - ETA: 2s 6/33 [====>.........................] - ETA: 2s 7/33 [=====>........................] - ETA: 2s 8/33 [======>.......................] - ETA: 2s 9/33 [=======>......................] - ETA: 2s 10/33 [========>.....................] - ETA: 1s 11/33 [=========>....................] - ETA: 1s 12/33 [=========>....................] - ETA: 1s 13/33 [==========>...................] - ETA: 1s 14/33 [===========>..................] - ETA: 1s 15/33 [============>.................] - ETA: 1s 16/33 [=============>................] - ETA: 1s 17/33 [==============>...............] - ETA: 1s 18/33 [===============>..............] - ETA: 1s 19/33 [================>.............] - ETA: 1s 20/33 [=================>............] - ETA: 1s 21/33 [==================>...........] - ETA: 1s 22/33 [===================>..........] - ETA: 0s 23/33 [===================>..........] - ETA: 0s 24/33 [====================>.........] - ETA: 0s 25/33 [=====================>........] - ETA: 0s 26/33 [======================>.......] - ETA: 0s 27/33 [=======================>......] - ETA: 0s 28/33 [========================>.....] - ETA: 0s 29/33 [=========================>....] - ETA: 0s 30/33 [==========================>...] - ETA: 0s 31/33 [===========================>..] - ETA: 0s 32/33 [============================>.] - ETA: 0s 33/33 [==============================] - ETA: 0s 33/33 [==============================] - 3s 87ms/step Saving marginal footprints